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Extracts all factors of a principal component analysis of a matrix or data frame. Just a convenient wrapper for prcomp.

Usage

pca(
  x = NULL,
  colnames.prefix = "pca_factor"
)

Arguments

x

numeric matrix or data frame, Default: NULL

colnames.prefix

character, name prefix for the output columns, Default: 'pca_factor'

Value

A data frame with the PCA factors of x.

Details

Columns in x with zero variance are removed before computing the PCA.

Examples


 #load example distance matrix
 data(distance_matrix)

 #PCA of the distance matrix
 out <- pca(x = distance_matrix)
 out
#>     pca_factor_1  pca_factor_2 pca_factor_3 pca_factor_4 pca_factor_5
#> 1    -12.2188703  -4.726913551  -1.02356852  -1.41670978  1.080869928
#> 2     -0.1521520 -13.439021546   1.43470475  -0.63694341  1.009422808
#> 3     14.9912877   7.927513899   0.17176343  -0.97212017  0.966120857
#> 4     -8.3810810  -7.348089745  -0.09181525  -2.18358185 -0.301622416
#> 5    -15.8430093   0.373117548  -1.17424167  -0.07115725  1.586288078
#> 6    -15.0210611  -0.247262169  -0.65021720  -0.68574566  1.107719804
#> 7    -11.9912813  -5.936531639   0.09395121  -1.21965096  1.449057177
#> 8      6.1172069  -4.532496337  -4.79135352   1.81718073 -1.224985757
#> 9     13.9277251   3.935409633   2.36238080  -0.21859805  1.397551327
#> 10     6.1087958  -7.153277361  -3.02483220   1.93276976 -1.091879305
#> 11    10.5432111  -3.232645295  -2.99908999   1.70710569  0.483463274
#> 12     6.9568842  -8.240576909  -1.14731162   1.59296421 -0.524919383
#> 13    11.7400486   6.473793119  -5.24068230  -0.37904033  0.494693830
#> 14   -19.1072034   8.844704070   1.34703204   1.36035418  0.303993772
#> 15    -4.7064790  -9.165416541   1.40182099  -1.61121387 -0.929710855
#> 16     8.0759247  -6.684717593   3.92936762   0.58808636  0.639077904
#> 17    10.6554940  -3.993583495   2.62791912   1.06233456  0.848586907
#> 18    11.6769770  -2.919033930   2.13319790   1.10581177  1.093581742
#> 19    -9.0054444  -9.143104772  -2.06253669  -1.06827943  1.028641204
#> 20   -11.6385936  -2.540330374   1.96157446  -1.29924427  0.100405051
#> 21   -12.3265405  -4.726482522   0.72911773  -1.10294480  1.253830149
#> 22     2.3119566  -8.637349168   3.86142544  -0.03215115 -1.339724307
#> 23    -9.6792973  -7.091067253  -1.81483925  -2.13402634  0.376756525
#> 24    13.8691849   3.701775558   1.62428811   0.08682929  1.321123377
#> 25    14.8738260  20.843912803   0.85236509  -2.44948241 -2.262713407
#> 26     3.6317484  -7.785998089   4.09948196   0.40036579 -1.377298240
#> 27    14.4508831   5.823135230   0.84392313  -0.44666004  1.177224509
#> 28     1.7304763  -8.805111249   2.54721030   0.17540135 -2.062259148
#> 29    15.2726222  11.428599232   0.55950155  -1.69162866  0.297249210
#> 30    15.1644231  16.268242270  -0.67056898  -2.08157412 -0.964109988
#> 31   -18.3938376   8.352705103   2.42255695   1.11788722  0.127929243
#> 32    -5.2205051  -8.749294384   1.32222167  -1.74121692 -0.992857477
#> 33     1.0867986  -8.603845136   2.97927448  -0.02954511 -2.017725135
#> 34    -0.3054032 -10.075850982  -1.15216815  -0.28768249 -1.027236312
#> 35   -18.1499518   5.763976196   1.38688191   1.04799377  0.913847427
#> 36     4.9696176  -7.552256082   3.91278900   0.73987798 -1.131906319
#> 37    -0.7818248 -12.305840753  -3.01514918   0.31365060  1.059432890
#> 38     6.9525427  -3.419795742  -4.82995238   1.98532125 -0.853641870
#> 39    14.6118333  10.107936579  -1.72796848  -1.19259554  0.162776482
#> 40    14.5719120   5.215347358  -0.12391973  -0.50925116  1.229212332
#> 41    14.7452524   5.817904494   1.98556666  -0.92328009  1.417638667
#> 42    13.0436826  -0.704514216   0.22184787   0.76562187  1.655223212
#> 43    12.7003241  -2.318677697  -0.95150997   0.71724451  1.761958686
#> 44    13.9375347   4.073308566   2.46102850  -0.29667508  1.401880295
#> 45     7.0868753  -7.748898938   2.50680040   1.29230622 -0.513213428
#> 46    14.1078722   3.982281221   1.27397198  -0.13088191  1.424321317
#> 47    -3.5730155  -8.009982897  -2.35494054  -1.13213680 -1.201431270
#> 48    -2.1893517  -9.286892687   0.91328105  -0.98236532 -1.658836533
#> 49    11.9305210  -0.742581623  -2.02605283   1.10279674  0.700462922
#> 50     7.1210521  -6.834147058  -3.03804081   2.02859760 -0.990201472
#> 51   -17.8900532   5.998917150   1.59191816   0.82050834  0.643740700
#> 52    13.4240818   1.239148224   1.56003229   0.45385525  1.522937505
#> 53    14.7865173   7.238822382   0.61725408  -0.82539745  1.045920264
#> 54     7.8248036  -7.491410741  -0.05549222   1.75819396 -0.434369041
#> 55    14.4857636  18.453449936  -1.13420073  -2.05255297 -1.789914014
#> 56   -19.2450403   8.947767154  -0.36032800   1.52156813  0.528514362
#> 57    14.5301964   6.255072943   1.60736280  -0.55577200  1.179896965
#> 58    -7.6965974  -7.352538496  -1.45690570  -2.26117561 -0.511888105
#> 59    -7.8955919  -6.539991770  -1.93942848  -2.16450077 -0.576467814
#> 60    14.8682217  15.874194934  -0.96785265  -1.96265138 -1.036228934
#> 61    13.5271206   0.571666089   0.19542992   0.42405694  1.615579017
#> 62    -7.5534259  -8.628443689   0.71915295  -1.61602985  0.004541063
#> 63    -0.7007440 -10.660368377   2.24355222  -0.65725803 -1.054298503
#> 64    10.7894222  -5.819727307   0.92500209   1.35891915  0.953301627
#> 65     8.8914567  -5.790918583  -1.26624017   2.03841608 -0.249887191
#> 66   -17.5930133  12.660019831  -2.80877968   1.24738319 -0.932395040
#> 67   -19.1591070  11.889032220  -1.44518593   1.53687899 -0.380405076
#> 68     5.1916308  -6.007555982   4.65314837   0.63698026 -0.971645868
#> 69     9.1106682   1.871001211  -5.80221644   1.48647071 -0.264937095
#> 70     6.4148635  -3.243333197  -5.62936301   1.83497537 -0.984643345
#> 71   -11.8788591  -4.638479697   0.24668117  -1.60457498  0.813118209
#> 72    10.8276427   0.469176325  -4.79262709   0.96598672  0.489259315
#> 73   -12.7275874  -2.959288567   1.79023208  -0.60940953  1.092217513
#> 74   -19.8349900  12.294711827   2.75965562   1.81975194 -0.416157601
#> 75    10.4735986  -2.910199497   3.78928316   0.88238824  0.743741256
#> 76    15.0962782  16.447009865   0.20631117  -2.10067593 -1.044419535
#> 77   -20.0608454  12.745971846   1.91469731   1.67507804 -0.620557484
#> 78    -7.0677892  -7.851062781  -0.92124184  -2.21590031 -0.713013141
#> 79    -7.7003155  -7.053496955  -1.85474038  -2.19567800 -0.576348327
#> 80     6.8779073  -8.337295633   1.24160837   1.78667415 -1.069138826
#> 81   -14.0388024   1.994328998  -3.38370226  -0.13954871  0.782803059
#> 82    12.0914919  -0.348575407  -3.81696465   0.55696075  1.269215354
#> 83    -9.1917231  -6.433359540   0.01364531  -2.26601922 -0.277657118
#> 84    14.3759611   5.848305373   1.29855658  -0.34178942  1.156884936
#> 85    11.1013890   0.014806257   4.17436901   0.43735963  0.731476395
#> 86    14.6221930  16.838982819  -1.26039444  -1.97185916 -1.355981107
#> 87     8.3630340  -6.327472024   1.74496852   1.59783627 -0.372454083
#> 88     8.8908371  -3.771253519   4.10550463   0.99500130  0.007461001
#> 89     9.2487067  -2.426788219   4.66037827   0.43061898  0.472135123
#> 90    13.4572939   1.187890127  -2.32205271   0.10345222  1.676283424
#> 91    12.6146775   2.229994344   3.56991742   0.05775007  1.125310876
#> 92    11.4626767  -2.477313908  -0.44110730   1.57243852  0.661015927
#> 93     5.7182949   0.760874260  -6.27648138   1.54761410 -1.337615490
#> 94     4.5775173  -7.950548876   3.91335383   0.63105620 -1.149891414
#> 95   -15.7258052   3.313873697  -2.52023674   0.23748383  0.892713067
#> 96     6.7691108  -6.954092606  -3.23075980   2.07973138 -1.135220380
#> 97   -16.2117952   2.549418636   1.46014818   0.13097342  0.953530083
#> 98   -11.9040573  -3.360065665   1.74666881  -1.07222092  0.632441976
#> 99   -20.2671711  13.253296487   0.40563542   1.76482687 -0.631743882
#> 100  -17.4555266  13.031544827  -2.80961018   1.17509448 -1.160296691
#> 101   10.4443519  -3.048870210  -3.65336032   1.41078782  0.832824508
#> 102  -11.3149867  -5.756049238  -1.00027211  -1.73617157  0.812127894
#> 103   14.9435402   6.723873438   1.05769153  -0.91427934  1.265088375
#> 104  -16.9101824   4.247058145   1.98509419   0.53301219  0.784085497
#> 105   11.6811364  -3.037876941   1.37016157   1.21971911  0.973150979
#> 106  -18.3663436   8.760653842   2.70513815   1.15786488  0.004751637
#> 107    4.8864063  -8.387930001   3.14447236   0.95958121 -1.234120082
#> 108   -7.6017542  -8.105861375  -0.50742983  -2.22849406 -0.456325991
#> 109  -17.2761559   3.841478740   0.29618896   0.47420730  1.081421845
#> 110  -15.9647296   7.808518702  -3.11015164   0.47855539 -0.313004711
#> 111  -13.8101928  -2.206238143  -0.12501692  -1.06143578  1.066000538
#> 112   10.1825761  -6.160355404   0.41200258   1.65684771  0.423507098
#> 113   -6.9562926  -8.073521470  -1.12403490  -2.25372380 -0.795805450
#> 114   -7.2226262  -8.553887072   0.33370355  -1.90584385 -0.244067270
#> 115  -20.0050438  12.005963141   1.05624404   1.64995913 -0.375207947
#> 116   15.0919187  19.753903041   0.64291537  -2.43445800 -1.910078003
#> 117   12.5232183  -0.964072388   0.86950145   0.95404405  1.204249499
#> 118   -7.9657269  -7.280704789  -1.28183000  -2.33504811 -0.560205284
#> 119   -8.6238365  -6.180541921  -2.23194483  -2.03617241 -0.307754303
#> 120   15.2030545  15.196070308  -0.33312178  -2.07783788 -0.720997245
#> 121   14.9195482  10.859701085   1.24125116  -1.31904698  0.298870245
#> 122   -8.5394921  -7.663415694  -0.61951013  -2.22132440 -0.123246899
#> 123   15.1053909  11.255856457  -0.64675631  -1.50866031  0.197383629
#> 124   12.5241527   2.299072858   3.63867788   0.06389158  1.066734214
#> 125  -19.9923286  13.592735135   3.08517683   1.84423065 -0.815604261
#> 126  -11.2506324  -4.979585730  -2.15094171  -1.55250526  0.783355555
#> 127  -15.6491988   2.086033797  -2.00905251  -0.08414561  1.032422509
#> 128    8.3585954  -4.984881780  -3.74992763   1.93461663 -0.389442183
#> 129    1.7952632  -8.316193644  -1.75128972   0.39984877 -1.578894963
#> 130   10.2356677  -5.581751126  -1.41234112   1.81271352  0.352593991
#> 131   -8.6576732  -8.112081013  -0.65735975  -2.06731044  0.144666283
#> 132   12.5966861  -2.175810784  -1.57339686   0.60362185  1.643454683
#> 133   13.3041159   4.690927167  -3.25101867  -0.22176544  0.812681675
#> 134  -18.7369078  12.959440071   4.09943388   1.52459263 -1.061311943
#> 135    3.0366546  -8.154156961   4.06871204   0.19424412 -1.294000116
#> 136   -4.6901276  -9.890854764   0.95530348  -1.65829578 -0.684687113
#> 137   15.0330280  11.830711392  -0.98292313  -1.57531497  0.006946967
#> 138    8.6258488  -6.075940365  -0.54156085   2.01027687 -0.375916565
#> 139    7.5520015  -6.455362828  -2.61155965   1.87751081 -0.584276112
#> 140   14.5388484   7.406935264  -1.47611914  -0.78454829  0.790540839
#> 141    5.6501701 -10.153121432  -2.81989300   1.37195754  0.088428478
#> 142   12.5403840  -0.421483215   1.99111232   0.86549829  1.140273961
#> 143   15.0784340   9.910365384  -0.27249527  -1.33705641  0.537935015
#> 144    7.1261882  -6.098328746   4.30123316   0.67904635 -0.102129324
#> 145  -10.7980587  -5.837165599  -0.01397443  -1.93118071  0.512529722
#> 146  -19.8506129  20.747822749   5.54709241   1.86042796 -2.996603547
#> 147   13.5515254   4.628775636   2.96889812  -0.17350095  1.087714167
#> 148   11.9781556  -0.007393856   3.23431443   0.73315052  0.931696448
#> 149    9.7147748  -0.940196073  -4.84680457   1.76574747 -0.062536800
#> 150   10.6184615   8.511945769  -5.61355772  -0.46807421 -0.427900437
#> 151    6.3764688  -7.220062527   2.92935664   1.16740737 -0.973279728
#> 152    8.7931036  -2.164183800  -5.09480365   1.83521688 -0.070550163
#> 153   -2.6159949 -11.856528984   1.44958608  -1.39092603 -0.123529273
#> 154    8.1325849  -7.081257895   0.93318497   1.83337289 -0.630630979
#> 155  -11.1366857  -5.145764797  -2.06804823  -1.61135655  0.759950910
#> 156    7.4615586  -8.458070955   3.14285452   0.68071290  0.566326321
#> 157   -8.3479880  -7.907782986  -1.14886364  -2.11805579  0.094148074
#> 158   14.0385202   5.763766859   2.24303134  -0.30416788  1.058744807
#> 159  -16.2994373   6.760056694  -2.83503101   0.46248290  0.064995681
#> 160  -18.9791249  12.851448911  -1.71871487   1.53410949 -0.706043123
#> 161   -3.7527135  -7.603426452  -2.35712958  -1.17571506 -1.319415691
#> 162  -16.0819820   1.811879230   0.84020538  -0.07661641  1.068253011
#> 163  -13.6726897  -1.363034958   2.07727085  -0.21912791  1.172828485
#> 164    8.9228027  -6.929583208   2.99395540   1.09599248  0.522346376
#> 165  -16.4399895   2.353112307  -1.26010304   0.20413794  1.248591702
#> 166    1.9092319  -9.308740962   1.29993237   0.26843413 -2.007771548
#> 167    8.8802071  -5.790129548  -2.73084888   1.89353220  0.075226140
#> 168  -19.7061845  11.362706486   1.83325000   1.56634578 -0.303384167
#> 169    9.8218808  -4.552298493  -0.42479654   1.82503514 -0.044728044
#> 170    8.8313027  -2.731665336   4.65389696   0.60814336  0.201412501
#> 171  -18.7498154  10.885417555  -1.65807104   1.52113454 -0.113681393
#> 172   14.9481036  19.004239263   1.20293354  -2.33782385 -1.758123603
#> 173   15.2431727  14.545748867   0.19030366  -2.01892459 -0.507296889
#> 174  -17.5158237   9.004300225  -2.75698851   1.78865108  0.526658227
#> 175   13.0389539   3.899374669   3.44109981  -0.20918368  1.038895490
#> 176   12.5779188   2.016178762   3.49773032   0.15193658  1.117911568
#> 177    5.0403419  -6.717300459  -3.93662476   1.50636208 -1.277790088
#> 178  -17.6033767   3.391821830  -0.76626242   0.90217708  1.523023829
#> 179    1.4526070  -9.645192171   1.29084243   0.17403554 -1.987910617
#> 180    9.9234645  10.757274096  -5.36881878  -0.10580092 -1.294334797
#> 181   -8.4596335  -6.827383877  -1.43549576  -2.37441433 -0.505191294
#> 182    0.3027880  -9.008769706   2.94381115  -0.32814983 -1.709145828
#> 183   14.6792913  21.617081263   0.03408926  -2.44784576 -2.512741598
#> 184    8.2523230  -3.680200597  -4.83646809   1.95452824 -0.376356160
#> 185  -11.3667374  -5.171195883  -2.33820655  -1.41545639  0.970233337
#> 186   -8.7168890  -6.257963581  -2.20446341  -2.03937180 -0.239569766
#> 187    2.5084221  -8.321140761   3.57509000   0.27933640 -1.755166481
#> 188  -11.3736511  -3.836900113  -3.01408039  -1.04767071  0.857653165
#> 189  -17.4856953   7.463444176   2.99735380   0.92758689  0.048681052
#> 190   12.9092400   0.213433167   2.29047066   0.63235801  1.388704203
#> 191  -17.6849226   8.943456304  -2.26066639   1.14269449  0.081136431
#> 192    1.5656551 -10.091646794   2.66663256  -0.04459289 -1.428560095
#> 193   -3.6414757  -8.013093047  -2.39640637  -1.08539597 -1.142103248
#> 194   -0.9654961  -9.910007711   2.11133327  -0.71800934 -1.541487224
#> 195  -17.0341127   8.505537744  -2.94509336   1.20466886  0.244844763
#> 196   11.9286434   2.882278748  -5.14260063  -0.35618964  0.900989063
#> 197    8.2035211   6.469861604  -6.08102796   0.88973684 -1.463890373
#> 198  -13.8422728  -3.237581045   0.65209623  -0.57377951  1.628349106
#> 199    7.3500802   0.550917232  -6.24398931   1.80681481 -0.484465327
#> 200   15.2852698  11.164614762   0.42506130  -1.66709506  0.362052642
#> 201  -11.7512817  -4.786912626  -1.54184885  -1.57723958  0.894989854
#> 202  -19.0657396  13.463795531   4.01414327   1.60226087 -1.116426798
#> 203   10.7977626  -0.273672102   4.33291709   0.41984784  0.737305263
#> 204  -13.5393465  -1.842781849  -2.18966081  -0.88438607  1.041434443
#> 205   -9.3044230  -6.951123044  -1.23158798  -2.28650313  0.015572706
#> 206  -15.5202805   1.328927387   2.27085917   0.44606859  1.255501705
#> 207   -3.3943867  -8.840696194   1.67462361  -1.24634063 -1.480641598
#> 208  -14.5575782  -1.376255607  -1.49667239  -0.52028351  1.551825274
#> 209  -17.7738121   5.252743503   0.56205961   0.71362526  0.845620592
#> 210   -8.9542014  -6.079553029  -2.49432307  -1.73435327  0.031896526
#> 211    5.5133045  -3.442510969  -5.10432533   1.73864939 -1.275075691
#> 212   -0.3218939 -10.495569938  -0.89152077  -0.40559601 -1.209963818
#> 213  -16.4713369   2.969488280   1.58501035   0.31347654  0.965517846
#> 214    5.8094007  -7.853229090   3.65835787   0.87353934 -0.686251390
#> 215  -12.1735132  -2.978478859  -2.83782583  -1.03989440  0.894347645
#> 216  -10.6956014  -5.630706607   0.62720942  -1.79761190  0.406963416
#> 217   15.0377031  18.356924883   0.40434472  -2.29380094 -1.549958565
#> 218  -20.3269156  13.239115821   1.88754234   1.83722040 -0.639909582
#> 219  -16.7584344   4.986214088   2.38658385   0.49599525  0.455977001
#> 220    8.1351370  -6.926306636   0.90841136   1.80555879 -0.600671503
#> 221    9.0917721  -6.456954840   0.45243849   1.87435831 -0.223312511
#> 222  -18.9857398  12.375285263   3.71546573   1.56784470 -0.799784693
#> 223   -1.5295630 -10.223133080   1.56033316  -0.81218399 -1.417695598
#> 224    4.9704867  -6.590688053   4.20810234   0.82200591 -1.435618458
#> 225   14.3380708   3.303936229   0.47473966  -0.24786745  1.621545635
#> 226  -15.6129479   4.813953547  -2.93872664   0.22397792  0.407610291
#> 227  -11.4127093  -3.120837552   1.95986258  -1.19679069  0.252540724
#>     pca_factor_6  pca_factor_7 pca_factor_8 pca_factor_9 pca_factor_10
#> 1   -0.171133944  0.1638926409 -0.185493871  0.369705064  0.0491218923
#> 2   -0.225724772  0.8919863816  0.158525700 -0.234323738  0.0649652489
#> 3    0.040606810  0.0471723279  0.378709725 -0.255740728 -0.0839108959
#> 4    0.855996142 -0.4760734536 -0.125940789  0.036173666 -0.4510833028
#> 5   -0.010736222  0.6434372961 -0.225314628  0.294075737  0.4219230151
#> 6    0.124485252  0.3123884570 -0.448607945  0.633297825  0.2787064569
#> 7    0.502594875  0.5527843474 -0.171067618  0.108199347 -0.0265549855
#> 8    0.806597825 -0.2731366734 -0.473916499 -0.150997866  0.1934741975
#> 9   -0.318234768 -0.5479858136 -0.252026851 -0.460834017 -0.0355216381
#> 10   0.447300469 -0.2454398026 -0.109066614  0.061997392  0.2558580235
#> 11   0.662008706 -0.2728479472  0.316672468  0.146977717 -0.3003592283
#> 12   0.406927000  0.0504335294  0.595465013  0.367650555  0.0121209154
#> 13   0.517788206  1.2060832387 -0.432465363 -0.494316694  0.2228061775
#> 14   0.493358045  0.1431103864  0.233297004 -0.203102137  0.1420336772
#> 15   0.266508054  0.1281943800  0.105160262 -0.333833141 -0.5687782513
#> 16  -0.598594003  0.6341466483 -0.282569016 -0.116177528  0.1317642085
#> 17  -0.565056976 -0.3559842331 -0.157493661  0.232793931  0.1033991312
#> 18  -0.398296810 -0.4152124226 -0.161920544  0.175169640 -0.0161432969
#> 19  -1.855949188  0.6507887274  0.424254922 -0.828842308 -0.4398346366
#> 20   1.514251360  0.0091998734 -0.465144352  0.348873306 -0.5511884695
#> 21   1.117131599  0.5248031086 -0.270992994  0.165019079 -0.2148073391
#> 22  -0.679290084  0.7483524922 -0.218879166 -0.317828488  0.0513891038
#> 23  -0.100647522 -0.4335875446 -0.086003558  0.193194668  0.0651176921
#> 24  -0.301165854 -0.8307760098 -0.057905391 -0.292009520 -0.1703842766
#> 25  -0.076590319 -0.0208906313 -0.033459753  0.606078708  0.1036880735
#> 26  -0.710741961  0.6941362670 -0.304258741 -0.055514005  0.1010733088
#> 27  -0.090762378 -0.4330546696  0.257024919 -0.288139586 -0.2008588722
#> 28  -0.374008050  0.5697132982  0.152008919 -0.245967038 -0.0460388618
#> 29   0.033376864  0.2991986680  0.354140997 -0.066337501  0.1253203647
#> 30   0.026550050  0.6117685773  0.018162563  0.213137146  0.1541319472
#> 31   1.315113289 -0.0350511822  0.121231254 -0.060929381  0.3463224424
#> 32   0.274538934  0.0007178995  0.066562893 -0.296300708 -0.6049690846
#> 33  -0.358084534  0.6639775590  0.080606642 -0.269603619 -0.1819602503
#> 34  -0.448684673 -0.2713846592  0.629908731 -0.361535843  0.6336468603
#> 35   0.908921634  0.3946447468  0.209013906 -0.177980035  0.3198013220
#> 36  -0.698552833  0.6029339221 -0.252707290  0.177201139  0.0929979919
#> 37  -0.722197708  0.7368636411  0.780445484 -0.526540229  0.8222516955
#> 38   0.744250744 -0.4971013140 -0.338709242  0.010779920  0.1200378692
#> 39   0.326257722  0.6358613909  0.292192481  0.020480526 -0.0431070530
#> 40   0.133391874  0.0964597171  0.429678628 -0.175372518 -0.1873448922
#> 41  -0.162676856  0.0568021241 -0.019995179 -0.467703794  0.1629315185
#> 42  -0.069573423 -0.5812644964  0.288762402 -0.052198352 -0.1874650731
#> 43   0.272293002 -0.0016380051  0.707531213  0.019122054 -0.1598087051
#> 44  -0.336772528 -0.5131939726 -0.258617667 -0.476402033  0.0093046209
#> 45  -0.357148981  0.3317530774  0.145332407  0.479233160 -0.0246861524
#> 46  -0.214174898 -0.6216136856  0.135760637 -0.308811668 -0.1561855487
#> 47  -0.301355100 -0.7729753829  0.458864074 -0.455270650  0.5797683944
#> 48   0.140184815  0.0572915027  0.388973616 -0.510016362 -0.2866334950
#> 49   0.521408834 -0.1603591612  0.521454792  0.267938554 -0.3976273555
#> 50   0.697404611 -0.0374189498 -0.084464601  0.110288525  0.0827306125
#> 51   1.140855316  0.2160144723  0.074369414  0.032000416  0.3745757877
#> 52  -0.308345492 -0.7670382548 -0.093004818 -0.211145503 -0.1137518567
#> 53  -0.024616954 -0.1669794058  0.349319980 -0.268477711 -0.1133890674
#> 54   0.068292993 -0.1370102179  0.504385545  0.624813407  0.0095772417
#> 55   0.081629325  0.3542891886 -0.038696854  0.477396174  0.0056539328
#> 56  -0.471406629  0.3320192083  0.280452993 -0.317009022  0.0086966447
#> 57  -0.204927846 -0.4841331564  0.024724828 -0.400190208 -0.0826172764
#> 58   0.005182791 -0.9191996397  0.070654576  0.002162149  0.0316535109
#> 59  -0.286386262 -1.0494221509  0.071731914  0.045299562  0.2367348102
#> 60   0.156506185  0.5330089179  0.119077163  0.301104585  0.0534726195
#> 61  -0.001576807 -0.3016407057  0.358800130 -0.076035254 -0.1973974211
#> 62   1.285924559  0.1307172297  0.036708712 -0.330942799 -0.4075253474
#> 63  -0.204635617  0.6921548770  0.195739518 -0.470779405 -0.1572056095
#> 64  -0.005883556  0.1688158830  0.323752990  0.369735473 -0.1614705150
#> 65   0.313688888 -0.4367896586  0.458920498  0.712186368 -0.1158697587
#> 66  -2.241314225 -0.1549100958 -0.120448149  0.009192801 -0.6500710590
#> 67  -1.482277977  0.1975791069 -0.039634579 -0.201603412 -0.5496291099
#> 68  -0.734922657  0.5183214677 -0.530933833  0.136107609  0.1408962456
#> 69   0.479338197  0.3549421236 -0.894532866 -0.315950232 -0.2094337483
#> 70   0.756211929 -0.0653482520 -0.702809204 -0.352463840  0.0637832639
#> 71   0.454722573  0.1345963308 -0.354292554  0.536144934 -0.2643076502
#> 72   0.774340275  0.3506225866 -0.184524979 -0.300648422 -0.0854385765
#> 73   1.488637080  0.6400838857 -0.203342896  0.005277706 -0.2691603381
#> 74   0.720822218 -0.2137786542  0.242205717 -0.366553371  0.1188836747
#> 75  -0.604715671 -0.2260549416 -0.611417725  0.045332734  0.1619448580
#> 76   0.038915543  0.2376308753  0.186118207  0.280558725  0.0774390561
#> 77   0.303166206 -0.2921175154  0.233181142 -0.207053959 -0.0794489215
#> 78   0.187745526 -0.7864181345  0.076867228 -0.114932446 -0.1627925459
#> 79  -0.180436695 -0.9604989333  0.064555176 -0.033231675  0.1946021932
#> 80  -0.218107459  0.2656051698  0.169419400  0.534504595  0.1571118008
#> 81  -1.603412882  0.0834743150 -0.106427357  0.422983876  0.3598573784
#> 82   0.751466319  0.4910721541  0.414209930 -0.313222998 -0.0396582591
#> 83   0.794170416 -0.5422445241 -0.263363548  0.219677379 -0.4902226180
#> 84  -0.183793712 -0.6318141756  0.071971544 -0.353450729 -0.1973257475
#> 85  -0.729967282 -0.5682867672 -0.742082679 -0.111331642  0.2208307561
#> 86   0.143074442  0.5087554268  0.044652879  0.381031998  0.0395515240
#> 87  -0.337929132 -0.1709952719  0.230056685  0.734372136 -0.0036108576
#> 88  -0.670648603 -0.0519880448 -0.620945030  0.254969984  0.1222398954
#> 89  -0.754017155 -0.0498440646 -0.698533575 -0.110853581  0.2699618545
#> 90   0.515410105  0.2794554331  0.636127301 -0.320093329 -0.1002639505
#> 91  -0.605903939 -0.6776202329 -0.511360597 -0.291879023  0.1783240604
#> 92   0.081827054 -0.6335673793  0.361363137  0.493237498 -0.3638108770
#> 93   0.707030941 -0.2609774604 -1.064145146 -0.355203413  0.0218336166
#> 94  -0.726824654  0.6419141091 -0.245089594  0.078694801  0.1232330936
#> 95  -1.511108977  0.2541273461  0.015644205  0.250939751  0.2466594851
#> 96   0.630905512 -0.0422016740 -0.307583132  0.028817927  0.1531635492
#> 97   1.105061836  0.4390945624 -0.176817058  0.262931971  0.0764381381
#> 98   1.481508911  0.3210162775 -0.333619984  0.210824377 -0.3951391904
#> 99  -0.803670696 -0.1692695074  0.210057915 -0.271528423 -0.4432058025
#> 100 -2.402951787 -0.3360190346 -0.124232209  0.097119561 -0.6800932258
#> 101  0.727779554 -0.1797647256  0.301659691 -0.066762507 -0.1362946467
#> 102 -0.190331444 -0.0030596431 -0.254540423  0.313220271 -0.0416572267
#> 103 -0.109286067 -0.0398021190  0.229310563 -0.352041004  0.0410309430
#> 104  1.417021060  0.3060825825 -0.028499397  0.070126054  0.3008194737
#> 105 -0.217712687 -0.3071679000  0.083368612  0.314748765 -0.1743458776
#> 106  1.386624541 -0.0974204805  0.125870222 -0.079087462  0.3361748703
#> 107 -0.426549185  0.6965269592 -0.013959733  0.257780198 -0.0213746000
#> 108  0.426424261 -0.5346469408 -0.029430342 -0.080431052 -0.3255749180
#> 109  0.337163003  0.4712108522 -0.003557585  0.176829179  0.1844728574
#> 110 -2.425267371 -0.1407607348 -0.158935791  0.301234070 -0.3256815871
#> 111  0.397096722  0.2231015222 -0.371376864  0.583280336  0.1383440261
#> 112  0.197101474  0.1838877067  0.426532622  0.543546085 -0.2866540595
#> 113  0.009897894 -0.7954786311  0.017133050 -0.191914752 -0.1244057147
#> 114  0.853453180 -0.1212429253  0.009654009 -0.149229612 -0.4845061688
#> 115 -0.290048282 -0.0886537892  0.214350044 -0.242190621 -0.2736673596
#> 116 -0.057885267  0.2956078788 -0.122347592  0.455656397  0.1376408376
#> 117 -0.175713954 -0.5951767687  0.165119298  0.192232972 -0.2185996176
#> 118  0.091292928 -0.8905386387 -0.037084364 -0.011593304 -0.0603038374
#> 119 -0.760422937 -0.8970630328  0.112950051  0.109489413  0.2710899514
#> 120  0.130654826  0.5563992378  0.215267782  0.226694942  0.1228743191
#> 121 -0.091810535 -0.2252622128  0.163656501 -0.167992186 -0.0260628892
#> 122  0.764279413 -0.4924772809 -0.120494942  0.030836779 -0.2623406941
#> 123  0.185312501  0.4796290292  0.374615998 -0.028690422  0.0038112701
#> 124 -0.621665442 -0.7080545391 -0.540851922 -0.279622501  0.1732329124
#> 125  0.802673839 -0.4401615815  0.273500857 -0.314497208  0.0646416928
#> 126 -0.621478580 -0.1970403488 -0.059345809  0.319146244  0.2912316714
#> 127 -1.035226070  0.3088465675 -0.107187778  0.396155505  0.2302534998
#> 128  0.760921864 -0.2036145359  0.077368568  0.125337288 -0.0449482931
#> 129  0.147394128 -0.4423995742  0.554627533 -0.238065745  0.4421565566
#> 130  0.476499944  0.0503277515  0.549723942  0.480142703 -0.2932719359
#> 131  1.124405811 -0.3270381973 -0.080490033 -0.103664612 -0.1482543733
#> 132  0.470501776  0.2238922703  0.883222190 -0.054654108 -0.1561580851
#> 133  0.600476206  0.5952797194  0.238139287 -0.229481586 -0.0806039751
#> 134  1.491384398 -0.6708416705  0.186662963 -0.170652074  0.2953177097
#> 135 -0.686933254  0.7430967960 -0.280876942 -0.170087640  0.0658060229
#> 136  0.147506539  0.1474075153  0.154048380 -0.353124873 -0.4984000689
#> 137  0.229968317  0.5864730945  0.318725874  0.032734110  0.0169013772
#> 138  0.129141834 -0.4696090825  0.458099710  0.778950842 -0.0593577019
#> 139  0.621620476 -0.3321391649  0.369072527  0.314338505  0.0402438195
#> 140  0.329347841  0.3565335634  0.438372715 -0.166378837 -0.1472449424
#> 141  0.517784420  0.0723313714  0.283579966 -0.148102165  0.3815413486
#> 142 -0.342003614 -0.6555865458 -0.212516357  0.074501053 -0.1314290690
#> 143  0.140284436  0.2967473065  0.456039736 -0.110890403 -0.0280043301
#> 144 -0.734689693  0.4855531358 -0.448062405  0.058608523  0.1555591596
#> 145  0.516751859 -0.1126329836 -0.305059078  0.388671987 -0.2925734502
#> 146  1.140537576 -1.7580319421  0.134709807  0.012394949  0.0845188491
#> 147 -0.443323522 -0.7966682798 -0.384301613 -0.382831974  0.0387759996
#> 148 -0.607171468 -0.7911812515 -0.590817181 -0.019756282  0.0872814434
#> 149  0.733707749 -0.0813104269 -0.544202088 -0.065273250 -0.2101157372
#> 150  0.613825043  1.0383348119 -0.637613090 -0.362140326  0.2158400875
#> 151 -0.523836448  0.3013815185  0.070273697  0.518235699  0.0073984451
#> 152  0.809973791 -0.2449574777 -0.450245255 -0.147751273 -0.0949123066
#> 153 -0.718171408  0.5012340379  0.109160797 -0.394256102  0.0133266019
#> 154 -0.014531587  0.0541516996  0.339108098  0.742367269 -0.0903203034
#> 155 -0.384975913 -0.2579769060 -0.053998908  0.329394861  0.3795884702
#> 156 -0.401645416  0.8008470752  0.142505635 -0.047896865  0.0005616918
#> 157  0.783654585 -0.5325574348 -0.025685450  0.022863561 -0.0512331483
#> 158 -0.338381417 -0.8332035615 -0.186276977 -0.380585965 -0.0929619211
#> 159 -2.216943600  0.0798435269 -0.174397984  0.275243797 -0.2618612256
#> 160 -1.834640165 -0.0910142117  0.053253409 -0.137364034 -0.5628771845
#> 161 -0.307000415 -0.8590040734  0.416412370 -0.430847411  0.5719622497
#> 162  0.843644597  0.4271394782 -0.268129359  0.398788275  0.1706926907
#> 163  1.479412268  0.7305902918 -0.158246640 -0.031048851 -0.2167020613
#> 164 -0.541679926  0.2810287449 -0.133508138  0.195519107  0.1367766354
#> 165 -0.968143335  0.5215501772 -0.007694721  0.225995332  0.0104346828
#> 166 -0.303225840  0.3203002237  0.401407420 -0.280961479  0.1547784249
#> 167  0.564823177 -0.2570419031  0.366465629  0.391412553 -0.0547588993
#> 168  0.503776850 -0.1682587816  0.244700100 -0.209161930  0.0677424944
#> 169  0.225854441 -0.4329587569  0.544725063  0.779052023 -0.3052566343
#> 170 -0.742129002 -0.0609097557 -0.730675846  0.015883635  0.2237091381
#> 171 -1.524360423  0.0859791849  0.209136139 -0.214280990 -0.2718575785
#> 172 -0.063611726 -0.0338996759  0.043192105  0.472317295  0.1304208065
#> 173  0.072111954  0.3882221829  0.286115077  0.162069123  0.1275747989
#> 174 -1.379186426  0.3824665568  0.423366310 -0.653662523  0.0400588135
#> 175 -0.535387727 -0.6913317103 -0.467361170 -0.355885904  0.1336431504
#> 176 -0.599265172 -0.7200930622 -0.535520629 -0.275909801  0.1343884780
#> 177  0.671578089 -0.1346511532 -0.165217984 -0.225845135  0.3404101239
#> 178 -0.689952971  1.0278838034 -0.203649864 -0.282102281 -0.2063740151
#> 179 -0.187285755  0.4100727439  0.327311454 -0.371234721  0.1054928731
#> 180  0.433153309  0.3796900817 -0.943433419 -0.157802600 -0.0779971094
#> 181  0.019791486 -0.9143871421 -0.075809134  0.064268382 -0.0221630454
#> 182 -0.321232021  0.6708078805  0.108017211 -0.315109271 -0.2483090381
#> 183 -0.061330203  0.0693651324 -0.070759889  0.691643491  0.0610435621
#> 184  0.741998593 -0.0328847900 -0.312418116 -0.136317890 -0.0467438625
#> 185 -0.899229778 -0.0414921655 -0.013901824  0.229915718  0.2324022537
#> 186 -0.656486175 -0.8679369876  0.100456324  0.117269290  0.3187420133
#> 187 -0.544531418  0.7619490590 -0.034679580 -0.052727634 -0.0958251687
#> 188 -1.382449563 -0.1277672818  0.134650378  0.164197601  0.4927902050
#> 189  1.640030040 -0.0920000962  0.074625373 -0.071146815  0.3510462230
#> 190 -0.442945037 -0.7098864993 -0.332129164 -0.154738462 -0.0110829217
#> 191 -1.885459502  0.1319187949  0.115345463 -0.064285457 -0.2519552740
#> 192 -0.517300045  0.7055703163  0.069404602 -0.382974256  0.1152118107
#> 193 -0.433105042 -0.7134668917  0.462311155 -0.452156482  0.5704435554
#> 194 -0.238549334  0.5062808568  0.154015659 -0.513973640 -0.1995246340
#> 195 -1.939869472  0.2620060251  0.117380383 -0.182318224 -0.2622332760
#> 196  0.895837364  1.3766965738 -0.007656333 -0.509097267  0.3553768471
#> 197  0.665141227  0.0492370616 -1.278513826 -0.227827963 -0.1817645580
#> 198  1.108604830  0.6711486467 -0.055828760  0.037659404  0.0519780698
#> 199  0.472987078  0.0962743462 -0.964723245 -0.388837693 -0.1621987000
#> 200  0.053242260  0.3410562313  0.375616037 -0.074485457  0.1179427627
#> 201 -0.211568740 -0.1054373336 -0.156719551  0.433089425  0.2057007091
#> 202  1.429804271 -0.6975620723  0.212212327 -0.181433798  0.2856879648
#> 203 -0.670168004 -0.4346780307 -0.771438651 -0.154711649  0.2099159755
#> 204 -1.134480499  0.1439436797 -0.147595218  0.428803172  0.2439919692
#> 205  0.455115109 -0.6592488426 -0.183343427  0.160102884 -0.0478556092
#> 206  1.569672186  0.6785534287  0.065203871 -0.223247933  0.1213297082
#> 207  0.206005501  0.1997115206  0.152495462 -0.431697430 -0.5455976907
#> 208 -0.117176382  0.3686002119 -0.056875045  0.435330262  0.5495261602
#> 209  0.161687806  0.4103957081  0.060497227  0.069121394  0.0357594752
#> 210 -1.038874110 -0.6757706390  0.221399301  0.029369448  0.3806508900
#> 211  0.765923043 -0.5330194187 -0.499369896 -0.176392782  0.2152331275
#> 212 -0.371764432 -0.1007561317  0.641622949 -0.561263650  0.3885148338
#> 213  1.236350049  0.4301421543 -0.068600034  0.132748101  0.1634014849
#> 214 -0.616118753  0.5760503592 -0.218622001  0.194000368  0.0979864042
#> 215 -1.374214056 -0.0549064058  0.001720808  0.314740371  0.3276264419
#> 216  1.184778940 -0.0252105733 -0.387597462  0.256850777 -0.4703398459
#> 217 -0.001121090  0.1779897626  0.102727681  0.423834325  0.1098797101
#> 218  0.166076008 -0.2739552508  0.273194003 -0.318491320 -0.1391936790
#> 219  1.542505814  0.1400891270 -0.065913535  0.118701320  0.2580192425
#> 220 -0.074154093 -0.0337579561  0.345948505  0.768423603 -0.0754340129
#> 221  0.155515973 -0.0177045324  0.361126124  0.741883336 -0.2263614313
#> 222  1.389308283 -0.5068034395  0.223758349 -0.212860793  0.2742411667
#> 223 -0.070388642  0.4188334156  0.218435298 -0.555625139 -0.1827882023
#> 224 -0.738624344  0.5003700166 -0.414003978  0.258474190  0.1224309844
#> 225 -0.030269292 -0.1495213896  0.386244163 -0.247699140 -0.1262173602
#> 226 -1.969610178  0.1183875061 -0.124833710  0.335044515  0.0037416977
#> 227  1.515955103  0.1547601572 -0.383949085  0.226307171 -0.5203194180
#>     pca_factor_11 pca_factor_12 pca_factor_13 pca_factor_14 pca_factor_15
#> 1    -0.070181687  0.0517880325  0.3040924783 -0.1336109971  0.1294246502
#> 2     0.532551195 -0.2752078960  0.2514832495  0.1500523306 -0.1379561783
#> 3    -0.165986912  0.2049658246  0.0440189471  0.1133285187  0.1319902384
#> 4     0.106131388 -0.0939475691 -0.1878088929  0.1661267298 -0.0301546109
#> 5    -0.308482450  0.1924690970 -0.3829978229  0.0982330480 -0.1419158540
#> 6    -0.527572327  0.2198951490 -0.1977126498 -0.0363389148 -0.0683726217
#> 7     0.060050628 -0.0719508641  0.2993970575 -0.0924145940  0.0686549612
#> 8    -0.274114337 -0.1735376431  0.0422373783  0.2208331293  0.0638605056
#> 9    -0.214744078  0.1025804485 -0.0626849326 -0.0215836867  0.0166749014
#> 10   -0.276817748 -0.2919109250  0.0575897549  0.1584962022  0.0328501359
#> 11   -0.102892329  0.1672555824  0.1019523282  0.0898807028  0.0182471263
#> 12   -0.092970210 -0.1320119486 -0.0264120884  0.0371996769 -0.0518395514
#> 13    0.570444708 -0.0605134875 -0.0331655156 -0.1861426798 -0.2298155756
#> 14    0.101845523 -0.0132421093 -0.1903848609 -0.0484153163  0.2168136265
#> 15   -0.090804386 -0.0013840528  0.0440289485 -0.0133374064 -0.2138985540
#> 16    0.300356390  0.0567077268 -0.0975721550  0.1249385598  0.0052507831
#> 17    0.239010800 -0.2984191732 -0.0286119047 -0.1478886411 -0.1251092824
#> 18    0.206970111 -0.1468365282 -0.0810980994 -0.1550640943 -0.1081949315
#> 19    0.673612497 -0.5212014949  0.9107331153 -0.2197379927  0.2632341035
#> 20   -0.275863592 -0.2605812869  0.0726049852 -0.0078757747 -0.0430985068
#> 21   -0.072967939 -0.2374865785  0.1633163007 -0.0746781456  0.0839900627
#> 22   -0.131948631  0.2105862170  0.0563908225  0.0870867884  0.0718160115
#> 23    0.149878134  0.1097951365 -0.0014425828  0.1617353431 -0.0127597004
#> 24   -0.279144020  0.1212483962  0.0235418783 -0.1165436197  0.0227384531
#> 25   -0.123555796 -0.2280000408  0.0798368909  0.0751323102 -0.0115393182
#> 26   -0.025478340  0.2324825192  0.0409358681  0.1400559201  0.1541475141
#> 27   -0.276593864  0.2673431638  0.0210748507 -0.0285219549  0.1192605770
#> 28   -0.393293929  0.2519858437 -0.0342357388 -0.0945842015  0.0145000391
#> 29   -0.101901971 -0.0892359384  0.0814865850  0.2305384709  0.0448112253
#> 30    0.126532329 -0.1554481645  0.0227245456  0.0215308952 -0.0015806786
#> 31    0.022040043  0.1618475984 -0.0404692025 -0.0016683672 -0.1208083988
#> 32   -0.086653751 -0.0094852926  0.0303836119 -0.0053421344 -0.1963573981
#> 33   -0.354720913  0.3604740530 -0.0006719607 -0.0545944037 -0.0026529934
#> 34   -0.126403364 -0.3483971134 -0.0346430401 -0.3259205529  0.0793890616
#> 35    0.080477490  0.0284276181 -0.1244686817  0.0266705338 -0.0047308650
#> 36    0.127932015  0.1896209006  0.0023436461  0.0925882986  0.1442215089
#> 37    0.114789230 -0.2702837211  0.4271169156 -0.0335855065 -0.0714859331
#> 38   -0.293451762 -0.1351875495  0.2563984688  0.2949152322  0.1616910207
#> 39    0.176282510  0.1407096579 -0.1024618747 -0.0699237645  0.0351164229
#> 40   -0.016887431  0.2895714405 -0.0964490747 -0.0563250669  0.0719181936
#> 41   -0.096858750 -0.0748351852 -0.0457329553  0.1511289998 -0.0239214693
#> 42   -0.047322254 -0.0056434238  0.0490547100 -0.1424906372 -0.0729163348
#> 43    0.103472589  0.0246624176  0.0026453602 -0.0657468960 -0.0865163505
#> 44   -0.207990086  0.0601267854 -0.0527081465  0.0035731394  0.0093931784
#> 45    0.224189053 -0.0248809611 -0.0514201831 -0.0325770067 -0.0121255313
#> 46   -0.265911874  0.1234457036  0.0304595567 -0.0789350030  0.0416137079
#> 47   -0.070244556 -0.1870806290 -0.2216483055 -0.2911707318  0.0661004368
#> 48   -0.402780681 -0.0569188748 -0.1311276200 -0.1983628446 -0.2281982460
#> 49    0.046346805  0.3716712287 -0.0454318885 -0.0866448809  0.0485589746
#> 50   -0.228751075 -0.1682233466  0.0229316663  0.2558423828  0.0096993810
#> 51   -0.092043902  0.1180714818 -0.1823256342 -0.0419721426 -0.0047068112
#> 52   -0.138196561 -0.0444432281  0.0159736261 -0.1414175953 -0.0761490714
#> 53   -0.234788807  0.1980272988  0.0457038817  0.0766434238  0.1227994537
#> 54    0.044087496 -0.2201649482  0.0412459481 -0.0525029792 -0.0487333074
#> 55    0.105695196 -0.0993728278 -0.0429440778 -0.2044183511 -0.0058564227
#> 56    0.155777261 -0.1011404581 -0.3026333104  0.1087408869  0.1185181324
#> 57   -0.309840652  0.1521225784  0.0374424846  0.0475312270  0.0767588428
#> 58    0.365505791  0.0799120994 -0.0720500325  0.0642059460  0.1034123568
#> 59    0.376507219  0.1737074923 -0.1002606041  0.0334780328  0.1247140431
#> 60    0.129387301 -0.0722849184 -0.0653412207 -0.1053974049 -0.0075724872
#> 61    0.006940178  0.0889534415 -0.0310336868 -0.1197045341 -0.0387525264
#> 62   -0.001410085 -0.1944888581 -0.3390362623  0.2361273154 -0.2980579035
#> 63   -0.152203103  0.0643795736  0.0393120097 -0.0772304842 -0.1385841574
#> 64    0.337748866  0.0646030926 -0.1777976751 -0.1086887703 -0.0741474562
#> 65    0.013431166 -0.1871658459  0.0795469586 -0.0271319202 -0.0278704698
#> 66   -0.109295466 -0.1604209828  0.0345079261  0.0449340476 -0.0279195271
#> 67    0.033632668 -0.1996005282 -0.1837012363  0.0989736419  0.1009926353
#> 68    0.157769616  0.1833479365  0.0170530175  0.2049623949  0.1773775883
#> 69    0.301625077  0.3359849821 -0.0192700596 -0.3219452845  0.0139909265
#> 70   -0.154053340 -0.0818451672  0.0907557490  0.1225246904  0.0655863114
#> 71   -0.254608032 -0.0225745549  0.3026458571 -0.0511972499 -0.0116844230
#> 72    0.125842980  0.2694990535  0.0224315410  0.0689958536  0.0297687808
#> 73   -0.087352078 -0.3534790241  0.1650258737 -0.1147493771  0.0517900570
#> 74    0.299790807  0.0617719375  0.0373060175  0.0221542960  0.0164629354
#> 75    0.238385102 -0.2060836646 -0.0411234605  0.0524029511 -0.0530634616
#> 76   -0.070455725 -0.0833502525  0.0358673202  0.0890355566  0.0570753575
#> 77    0.145585988 -0.0339148039 -0.1308734748 -0.0932749850  0.3448097670
#> 78    0.283910787  0.0111054130 -0.1040406725  0.0377833862  0.0783043317
#> 79    0.381569014  0.1504433770 -0.0986289657  0.0308027081  0.1349831736
#> 80    0.074896645 -0.0590422556 -0.0076693080  0.0997840379  0.0891530524
#> 81   -0.359020486  0.2211452094  0.0250050453  0.0234312534 -0.2673559885
#> 82    0.068509005  0.1612731467  0.1180847194  0.2460487729  0.0188095360
#> 83    0.086279464 -0.0434983277 -0.0377207351  0.1289393409  0.0040617972
#> 84   -0.344648917  0.2512238411  0.0348094254 -0.0308791184  0.1108565219
#> 85    0.083057752 -0.2838339518 -0.0170829637  0.0230297698 -0.0733313997
#> 86    0.150180624 -0.0985777045 -0.0528957324 -0.1540516020 -0.0159548631
#> 87    0.242919913 -0.1932803541 -0.0148413158 -0.1531559596 -0.0454103386
#> 88    0.299013015 -0.0512976516 -0.0479478800  0.0788710051  0.0493693890
#> 89    0.183699920 -0.1686771925 -0.0276927476  0.1427989122  0.0027096922
#> 90   -0.044087724  0.1425512798  0.1239393699  0.1920467170  0.0361749622
#> 91   -0.101232496 -0.2448021152 -0.0083737977 -0.0072029615 -0.0713200601
#> 92    0.074099188  0.1406646239 -0.0116099400 -0.2230754536 -0.0433017085
#> 93   -0.105261468  0.0961156355  0.1191620540  0.0255768997  0.0997461054
#> 94    0.089753129  0.1813930802 -0.0092329301  0.0765297712  0.1382867790
#> 95   -0.223425624  0.1486031349 -0.0622716070  0.0328728635 -0.1698477640
#> 96   -0.211062652 -0.1576292846 -0.0237307344  0.1897458211  0.0008380177
#> 97   -0.300033915 -0.1451501698 -0.0455273376 -0.2397471637  0.2875233243
#> 98   -0.198089683 -0.2621078433  0.0969327481 -0.0300751027 -0.0342302784
#> 99    0.171353123 -0.1754643521 -0.1266357618 -0.0356973655  0.3108136728
#> 100  -0.159575315 -0.1567685991  0.0912070828  0.0060390291 -0.0411399675
#> 101  -0.077641004  0.0835260198  0.1191083408  0.1600323066  0.0236561019
#> 102   0.032846109  0.0780889657  0.3112175363 -0.1172492597  0.1269514601
#> 103  -0.158176821  0.0448390646  0.0275944096  0.1140654665  0.0543276432
#> 104  -0.104641825  0.0335396411 -0.0373147443 -0.0741876429  0.0004944255
#> 105   0.246622576  0.0432655070 -0.1545970297 -0.2272155097 -0.0990602798
#> 106   0.052196477  0.1697276190  0.0354084192  0.0133412016 -0.1753924165
#> 107   0.077376291  0.2317761016 -0.0182134435  0.0731864098  0.0982751166
#> 108   0.212864127 -0.0165976687 -0.0972359316  0.1195143082  0.0160781995
#> 109  -0.263221563 -0.0507233317 -0.2463381016 -0.1418232004  0.2377138037
#> 110  -0.287649845  0.0080203750  0.2025849859  0.0032091454 -0.2288297847
#> 111  -0.375201416  0.1521081936  0.0298774675 -0.1003988362 -0.0003992098
#> 112   0.267991303  0.1922429987 -0.1674326640 -0.0546864655 -0.0396664156
#> 113   0.318117547  0.0467527616 -0.0907113934 -0.0011843874  0.0743655271
#> 114  -0.019265612 -0.1673999727 -0.1812877760  0.1332383235 -0.1700790775
#> 115   0.141410957 -0.1674292805 -0.1298008631 -0.0942417589  0.4059440946
#> 116   0.038024989 -0.2526470941 -0.0110581509  0.0187423990 -0.0868224583
#> 117   0.085681054  0.0206047883 -0.0635844636 -0.2559639041 -0.0939618949
#> 118   0.368223745  0.1116894168 -0.1055052539  0.0714820798  0.0970421869
#> 119   0.299412290  0.1879966746  0.0407001934  0.0225780124  0.1139237049
#> 120   0.087581673 -0.1194127734 -0.0449716543  0.0125683488 -0.0076954885
#> 121  -0.287347709  0.1228066908  0.0509614424  0.1249029874  0.1270292299
#> 122   0.169262898 -0.0324144859 -0.2256662588  0.1934294643 -0.0086319682
#> 123   0.013695763  0.0799708456  0.0002599233  0.0927898861  0.0766904645
#> 124  -0.104719004 -0.2459488300 -0.0057357470 -0.0121197674 -0.0696750611
#> 125   0.284450070  0.0574405171  0.0869532588 -0.0072022600  0.0877354280
#> 126   0.017579014  0.1846834584  0.1209230308  0.0137766071 -0.0126062309
#> 127  -0.344586392  0.1690453211 -0.0976165089  0.0055209626 -0.0878292396
#> 128  -0.189893665 -0.0168438973  0.0997156971  0.2353646211  0.0562835812
#> 129  -0.496508582 -0.4213131728 -0.1219763810 -0.1612729045 -0.0034758680
#> 130   0.109042248  0.1457237368 -0.0657048048 -0.0011220390 -0.0349406548
#> 131   0.176800810 -0.0781342742 -0.4261929036  0.3086112388 -0.1249808830
#> 132   0.006124750  0.1070100061  0.0779170092  0.1157112811 -0.0230554099
#> 133   0.173327456  0.2141400900 -0.0471361173 -0.0034159468 -0.0039541650
#> 134   0.221463702  0.2530308810  0.3255725767  0.0533054670 -0.3042631985
#> 135  -0.053893815  0.2265888695  0.0517804419  0.1226015651  0.1095443335
#> 136  -0.000977156 -0.0202785675  0.1249176992 -0.0177947702 -0.1987035272
#> 137   0.095970058  0.0565614482 -0.0634202754 -0.0004511492  0.0452176311
#> 138   0.027659036 -0.2792476805  0.0967011467 -0.0737165613 -0.0619802735
#> 139  -0.255932827 -0.1898617242  0.0836848433  0.1661535179  0.0047746418
#> 140  -0.003407299  0.2939635753 -0.0258916196  0.0180082151  0.1235211273
#> 141   0.001916445 -0.3853086422 -0.0959533111  0.1093418958 -0.0831778782
#> 142   0.078322994 -0.0413880725 -0.0940709350 -0.1865214180 -0.0943460040
#> 143  -0.085045307  0.1191589340  0.0448983258  0.1446917686  0.1103144849
#> 144   0.286136135  0.0977573170 -0.0594820427  0.1316269311  0.0969233209
#> 145  -0.036421259  0.0008865601  0.1885443659  0.0149290477  0.0520494803
#> 146   0.181206459  0.3709838620  0.6236504618  0.0427460589 -0.3678189837
#> 147  -0.287331879 -0.0596084985  0.0134891269  0.0045473259 -0.0176492214
#> 148   0.047821941 -0.2597346108 -0.0331915177 -0.0999335087 -0.1150029146
#> 149   0.131480433  0.3746856896 -0.0270264109 -0.0819010993  0.0679221426
#> 150   0.502902433 -0.0999666128 -0.0561155057 -0.2423116754 -0.2490279412
#> 151   0.196217863  0.0531583644 -0.0608291512 -0.0477927565  0.0694598794
#> 152  -0.041931108  0.1560779221  0.0940935267  0.1254827839  0.0967723422
#> 153   0.449915627  0.1158678685  0.3737592748 -0.0011752421  0.0322583237
#> 154   0.156405689 -0.0473632986 -0.0318002528 -0.0037511708 -0.0062605618
#> 155   0.009889009  0.2481899356 -0.0495264026  0.0601585885 -0.0107046839
#> 156   0.267281854  0.0885533405 -0.1432970255 -0.0072088934 -0.0924236928
#> 157   0.174850909 -0.0783157939 -0.3756660491  0.1993626204  0.0171024465
#> 158  -0.375769674  0.0969184560  0.0411711105 -0.0231336529  0.0508596144
#> 159  -0.266981984  0.0082675637  0.1444027210 -0.0162131039 -0.1957150105
#> 160   0.029866735 -0.1779882665 -0.0857061569  0.0436646198  0.0832996135
#> 161  -0.074720234 -0.1724661147 -0.2507200949 -0.3108821954  0.0730855357
#> 162  -0.397904910 -0.0306212565 -0.1084920482 -0.2069912384  0.2009453463
#> 163  -0.090178833 -0.3916312037  0.2032521438 -0.1601289851  0.1020955527
#> 164   0.349474413 -0.1368648184 -0.0544080192  0.0128465396 -0.0391325557
#> 165  -0.245996782 -0.0604453259 -0.0163732556 -0.0277463241 -0.0133209785
#> 166  -0.469874891  0.0561662613 -0.0982307795 -0.1662610845 -0.0055161022
#> 167   0.014964190 -0.0704675809  0.0161635850 -0.0017775901 -0.0166690598
#> 168   0.142388621  0.0303690272 -0.1393680371 -0.0435286185  0.2123346681
#> 169   0.094919893  0.0165943123 -0.0242626143 -0.1532257381 -0.0628450135
#> 170   0.216082632 -0.1134250382 -0.0329310583  0.1411594575  0.0309847087
#> 171   0.074968746 -0.1293764019 -0.1898041227  0.1155701422  0.0294653965
#> 172  -0.158473821 -0.2007293933  0.0747020140  0.1473210389  0.0093229548
#> 173  -0.032476587 -0.1233922977  0.0444841875  0.1530853843  0.0333029865
#> 174   0.395596591 -0.1127772536 -0.4060048932  0.4721036057 -0.3503548684
#> 175  -0.190862651 -0.1490664891 -0.0085518509  0.0137693426 -0.0378821127
#> 176  -0.091714848 -0.2035662846 -0.0247559789 -0.0356262470 -0.0720755873
#> 177  -0.359305887 -0.2563844347 -0.0356792731  0.2435373851  0.0501900633
#> 178   0.085114037 -0.1647543086 -0.2182124013  0.0808579101 -0.0931305724
#> 179  -0.482398601  0.0699905864 -0.1314430739 -0.1304060099 -0.0129182718
#> 180   0.362456657  0.1584555919 -0.1340243227 -0.5780853575 -0.1474824336
#> 181   0.376128903  0.1532693684 -0.0596306363  0.0961450376  0.1058971244
#> 182  -0.266150234  0.2994117691  0.0413216309 -0.0710893058 -0.0663535049
#> 183  -0.034257187 -0.2373643051  0.0513079612 -0.0841421594 -0.0225739149
#> 184  -0.182048583  0.0709814143  0.1470758471  0.2095938894  0.0941055103
#> 185   0.062200347  0.0971416067  0.1989530264 -0.0109453669  0.0009101749
#> 186   0.297266221  0.2207367932  0.0129162813  0.0404341591  0.1066473264
#> 187  -0.145596627  0.3854253379  0.0034034946  0.0189656592  0.1013087023
#> 188   0.089797449  0.1887782367  0.2242091802 -0.0335063580 -0.0153713754
#> 189   0.074438410  0.1694482368  0.1368714419  0.0312116351 -0.2468718461
#> 190  -0.007186460 -0.1108183675 -0.0381825224 -0.1268869260 -0.1015520465
#> 191  -0.029703990 -0.1010349035 -0.0506788818  0.0870127277 -0.0544712134
#> 192  -0.173887740  0.1164581327  0.0023537837 -0.0434010874 -0.0066153046
#> 193  -0.082591350 -0.2080013644 -0.1615520359 -0.3282880534  0.0664918257
#> 194  -0.260109466  0.1312247692  0.0265054478 -0.1160195287 -0.1350020785
#> 195   0.005617835 -0.1532372921 -0.1208202030  0.1987590183 -0.1745239972
#> 196   0.472164666 -0.2198389638 -0.0255438827  0.1537589381 -0.2747124819
#> 197   0.248760995  0.3899223522 -0.2104454062 -0.5242682724 -0.0654584432
#> 198   0.025190432 -0.1649571531  0.0396764516 -0.0438986223  0.1616466626
#> 199   0.128975330  0.1434259139  0.1688518708 -0.1577939687  0.1004336234
#> 200  -0.081393849 -0.0785142487  0.0702231457  0.2178610192  0.0443633573
#> 201  -0.085666210  0.1558227953  0.1056827552 -0.0375265886  0.0349759954
#> 202   0.229784224  0.2647361521  0.2895933402  0.0563632959 -0.2875654520
#> 203   0.098432478 -0.2352304862 -0.0274911811  0.0728874745 -0.0719523428
#> 204  -0.203448512  0.2227180035  0.1544040980 -0.0056122644 -0.1227513292
#> 205   0.247139091  0.0904616744 -0.2203743169  0.1797057202  0.0383225964
#> 206   0.118126812 -0.2015627249  0.1933580993 -0.0239678954 -0.0567895383
#> 207  -0.314396548  0.0533359424 -0.0226264041 -0.0854901353 -0.2492565363
#> 208  -0.341965032  0.2228747416 -0.2592066769  0.0686620659 -0.1829152428
#> 209  -0.156937715 -0.1351730752 -0.1333336475 -0.1616123794  0.3324327825
#> 210   0.321505359  0.1354242626  0.1956208166 -0.0517053439  0.1327071066
#> 211  -0.370482734 -0.2057414767  0.1761852782  0.2402936699  0.1322964340
#> 212  -0.250268711 -0.2912919994 -0.0298984218 -0.3545488880 -0.0817546290
#> 213  -0.176830710 -0.0930843672 -0.0457157091 -0.1635972837  0.1859080349
#> 214   0.196975955  0.0692544956 -0.0076590325  0.0913244428  0.0742575087
#> 215  -0.049000481  0.1621978477  0.2046460976 -0.0110571797 -0.0267218690
#> 216  -0.061527828 -0.1785850879 -0.0092986465  0.0834918314  0.0169492196
#> 217  -0.072420551 -0.1755759261  0.0554194165  0.0866240348  0.0208675823
#> 218   0.248385157 -0.0498251589 -0.0858259819 -0.0451287530  0.2805885281
#> 219  -0.130383414  0.0562710616  0.0295172429 -0.0878960190 -0.0473693664
#> 220   0.182872255 -0.0801222534 -0.0208931734 -0.0513448288 -0.0176288222
#> 221   0.215208119  0.0364898366 -0.1005023473 -0.0692698709 -0.0508668783
#> 222   0.228439495  0.2005050446  0.2229104104  0.0386090109 -0.2048349877
#> 223  -0.279960427  0.0430640157 -0.0299810981 -0.1363120642 -0.1574537762
#> 224   0.103081137  0.2148158211  0.0199769029  0.1641206915  0.2304698722
#> 225  -0.082402086  0.1330285671 -0.0182539207 -0.0346394570  0.0373285655
#> 226  -0.307373279  0.1254753458  0.1242868332  0.0136104312 -0.2313159789
#> 227  -0.223843056 -0.2883193813  0.0903874429 -0.0211302847 -0.0457402541
#>     pca_factor_16 pca_factor_17 pca_factor_18 pca_factor_19 pca_factor_20
#> 1    0.1225077765 -0.1238354585 -0.0321386367 -0.1062603186   0.067127006
#> 2   -0.1249840289 -0.1518926629  0.3856377893 -0.1595590819  -0.119192732
#> 3   -0.1647649389 -0.0155201102 -0.0314808976 -0.0081763791  -0.028182732
#> 4    0.0002037343 -0.0702049791 -0.0152083985 -0.0432501644   0.025490777
#> 5    0.0602109577  0.0261757701 -0.0413557762  0.0266075495  -0.024782344
#> 6    0.0271914263  0.0591580776 -0.0127707972 -0.0177572838   0.053463823
#> 7    0.1097215979 -0.1265203228  0.0499156193 -0.0679925488  -0.104549024
#> 8    0.0381873220 -0.0679340608 -0.0687899934  0.0086028425  -0.067963501
#> 9   -0.0758805498 -0.1230872027 -0.0512089382 -0.0736536470  -0.037371707
#> 10  -0.0098540092 -0.1458864353 -0.1134284576 -0.0892906826  -0.005014107
#> 11   0.1699393024  0.2161923677  0.0698700382  0.0648162948   0.094152897
#> 12   0.0032654298 -0.0990762961  0.0328815921 -0.1165226677   0.029831835
#> 13  -0.0659145985 -0.1155159163  0.1514344694  0.0506804205   0.244046793
#> 14   0.1867000423 -0.1306633642  0.0578913536  0.0065704034  -0.022840123
#> 15   0.2135827605 -0.0867908231  0.0447728579  0.0522050581  -0.102470874
#> 16   0.0020594705  0.1145021439 -0.0695008327  0.0005510897  -0.053403935
#> 17   0.0377630250 -0.0531648529  0.0239358017  0.0488203881   0.023931250
#> 18   0.1241186847  0.0754897348 -0.0445016522  0.0250781190  -0.024550633
#> 19   0.1356239126 -0.0323888117 -0.7448578496  0.1814574927   0.146157044
#> 20  -0.3218447745  0.2571670124  0.0641702556 -0.0705676585   0.056870685
#> 21  -0.0788607482  0.0538596404  0.0566161185 -0.0370335888  -0.074711322
#> 22   0.0679403505  0.1084670045  0.0411341519  0.0658704598   0.115410757
#> 23  -0.0278123439  0.0387953452 -0.1460911816 -0.0558863281   0.159946336
#> 24  -0.0859794182 -0.0888759683  0.0283226332  0.0398012971   0.014316149
#> 25   0.1358845375  0.0320645069  0.0768805142  0.1944027248   0.030235989
#> 26  -0.0531766082  0.0936841421  0.0198556345  0.0261367672   0.083769333
#> 27  -0.2142184772 -0.0921179242 -0.0018713336  0.0021158034  -0.032272370
#> 28   0.0259300701 -0.0566678367 -0.0018755577 -0.0167843032   0.075932138
#> 29  -0.0566106867 -0.0792105592  0.0346189234  0.1608056366   0.000887983
#> 30   0.0738690302  0.0324977108 -0.0935819343 -0.0213286554  -0.072679963
#> 31   0.0060530943  0.0023477592 -0.0668369096  0.0919310311  -0.061279551
#> 32   0.2264288941 -0.0932172184  0.0095323627  0.0584990875  -0.087406751
#> 33   0.0875326366 -0.0185172305  0.0174842714  0.0550513283   0.030528790
#> 34  -0.2642703982  0.1618809150  0.1111646171 -0.1183699952  -0.021187282
#> 35   0.1027988155 -0.0779053480 -0.0577939866  0.0508374950  -0.036620539
#> 36  -0.1223564674  0.0467592961  0.0030272687  0.0010791527   0.034301947
#> 37  -0.0221929330  0.0330428696  0.2262277865 -0.1346713754  -0.350198804
#> 38   0.1092349271  0.0371086087  0.0843244198  0.0445796054  -0.113844929
#> 39   0.0423889872  0.1499017683 -0.1422656468 -0.2628216650  -0.101361549
#> 40  -0.0964940720  0.0754586067 -0.1131673070 -0.1163217046  -0.114241906
#> 41  -0.0580470379 -0.1802037670 -0.0837265246 -0.0447771998  -0.055080534
#> 42   0.0391359012  0.0391399300  0.1053577802  0.1356422469   0.101932712
#> 43   0.0334297338  0.0716156830  0.0595913722  0.0496250542   0.083475018
#> 44  -0.0763736034 -0.1405261709 -0.0495352017 -0.0789186066  -0.031278419
#> 45  -0.1784303679 -0.2424463629 -0.0242163396  0.0762844142  -0.008998919
#> 46  -0.1359203898 -0.1197033851  0.0203129889  0.0161073057  -0.004450822
#> 47  -0.1728865883  0.3079997153  0.0387012375  0.0044661630   0.018456695
#> 48   0.2374843575 -0.0831336301 -0.0912246574  0.0371644526   0.010169919
#> 49   0.1227285897  0.2941540282  0.0030122328 -0.0395676178   0.011911103
#> 50   0.0959445239 -0.0863861315 -0.1237992798 -0.0627785587  -0.011249032
#> 51   0.0772732099 -0.0405202163 -0.0196520955  0.1228281101  -0.073512739
#> 52   0.0388898151 -0.0577357199  0.0531451902  0.1084066260   0.057916561
#> 53  -0.2002987975 -0.0844550227  0.0085363338  0.0261279408  -0.014719148
#> 54  -0.1209819567 -0.2235192381  0.0802036332 -0.0059245283   0.026351470
#> 55   0.0997123794  0.0794345620 -0.0548037737 -0.1740417080  -0.066016636
#> 56   0.1151290260 -0.0507782069 -0.0075099773 -0.0424774819   0.011019986
#> 57  -0.1761668656 -0.1554862259  0.0097486224  0.0386683731   0.016224737
#> 58  -0.0243458623 -0.0279891085  0.0697042834  0.0738128390  -0.071136878
#> 59  -0.0560349760  0.0188903070  0.1418872890  0.0942929708  -0.098658323
#> 60   0.0849531857  0.0688274512 -0.0967356602 -0.1738661694  -0.093929126
#> 61   0.0339105923  0.0967302151 -0.0202380730  0.0134368527  -0.020053084
#> 62  -0.0168999841  0.0161360070 -0.1343651797  0.0087095027  -0.008421037
#> 63   0.0863189871  0.0091909193  0.1099502263 -0.0058036295  -0.023264736
#> 64   0.0132869562  0.0360237188 -0.1176314529 -0.0042921734  -0.127709667
#> 65   0.0500483519 -0.0450025091  0.0744200473 -0.0242756248   0.043281853
#> 66  -0.2085548569  0.1418270695  0.0188216957  0.0551569241   0.040272191
#> 67  -0.0549374486  0.0838748545  0.0123283347 -0.0261793234   0.039319268
#> 68  -0.0539716116  0.2242083499  0.0448995207 -0.0340139209   0.034245650
#> 69  -0.0369264827 -0.0136385145 -0.1204204146 -0.0327854392  -0.098199496
#> 70  -0.0597460989 -0.0844309926 -0.1221326972  0.0619716811  -0.085646599
#> 71   0.0033393998 -0.0703861519  0.0469186421 -0.2024360655   0.073093617
#> 72   0.0373200914  0.1298469076  0.0770541007 -0.0329128852   0.051555228
#> 73  -0.1987753603  0.1683500001  0.0527313775  0.0653118707  -0.098145856
#> 74   0.0707977483 -0.0742955651  0.0020220858 -0.0597092276   0.002711757
#> 75   0.1400787628  0.1283881508  0.0086815692 -0.0110113294   0.002300341
#> 76   0.0192712340  0.0047030234 -0.0027558159  0.0442904570  -0.038359976
#> 77   0.1883924227 -0.1245552758  0.1251827231 -0.0669281480   0.023673810
#> 78   0.0534462186 -0.0776755774  0.0143582767  0.0759463771  -0.060024263
#> 79  -0.0173798190  0.0218469818  0.0953724026  0.0854591261  -0.092764755
#> 80  -0.2270038407 -0.1955964631 -0.1583072652  0.0039087242   0.009440658
#> 81  -0.0220459740  0.0329356077  0.0305651883 -0.0058213958  -0.036541801
#> 82   0.0669729237  0.1793784193  0.1592401321  0.0083862270   0.200722341
#> 83  -0.0275902922 -0.0743093967  0.0510071264 -0.1235019815   0.031616758
#> 84  -0.1999209009 -0.1199579807  0.0051705886  0.0074102897  -0.004738503
#> 85   0.1646806092  0.0948860620  0.0362485953 -0.0334823663   0.044960558
#> 86   0.1114469868  0.0916021480 -0.0754702625 -0.1756907129  -0.081280655
#> 87  -0.1701605223 -0.1943497007  0.0364419523  0.0376076102  -0.005657321
#> 88   0.0603798376  0.2047525024 -0.0017105278 -0.0232807929  -0.018162425
#> 89   0.0948761082  0.1622811557  0.0051752589 -0.0824601986   0.015377444
#> 90   0.0176759327  0.1176572682  0.1175083326  0.0350731455   0.184645037
#> 91   0.0748542149 -0.0786539863  0.0028912651 -0.0654619456   0.014802808
#> 92   0.1184085941  0.1894698478  0.0453231879  0.1244556511   0.021492576
#> 93  -0.0772953721 -0.0383316724  0.0498530821  0.1684124804  -0.111301071
#> 94  -0.0787297922  0.0814324381 -0.0219915740 -0.0256501153   0.054672011
#> 95   0.0680990776 -0.0479738583  0.0700365505  0.0016219444  -0.107778865
#> 96   0.0360735065 -0.1411217603 -0.1605305809 -0.0618607450  -0.020761243
#> 97  -0.0135581638  0.0557781549  0.0130612126  0.1739096338   0.005217987
#> 98  -0.2315789489  0.1742352677  0.0932073282 -0.0532047767  -0.018188944
#> 99   0.0715571375 -0.0648184312  0.0599567433 -0.1179558132   0.116236621
#> 100 -0.2402558173  0.1573289641  0.0272409757  0.0533096816   0.049719179
#> 101  0.2212029053  0.2907738242  0.1130626542  0.0109328765   0.090188019
#> 102  0.1121012953 -0.1303230336 -0.0235398101 -0.1242473137   0.050632130
#> 103 -0.1451670420 -0.1261575647 -0.0406192352 -0.0009722137  -0.034128101
#> 104 -0.0283235186  0.0426045586 -0.0723421575  0.1254384957  -0.018036484
#> 105  0.0788679455  0.1246945013 -0.0967839657  0.0240172366  -0.084312751
#> 106 -0.0316484960  0.0255420821 -0.0899134018  0.0807196043  -0.051578410
#> 107 -0.1710058369 -0.1213363975 -0.0132820741  0.0361432748  -0.024034017
#> 108  0.0975103761 -0.1068231513 -0.0426565419  0.0076448647  -0.028747886
#> 109  0.1454289795 -0.0670096385  0.0586072888  0.1352255896  -0.037544479
#> 110 -0.1581586420  0.1231033561 -0.0028263572  0.0547680805  -0.062687273
#> 111  0.0475996191 -0.0706233070  0.0130239556 -0.0712671613   0.073644364
#> 112 -0.0402626282 -0.0314079223 -0.1037701634  0.0498301282  -0.097763022
#> 113  0.0412265842 -0.0240905345 -0.0958560642  0.1174018338  -0.047989882
#> 114  0.0503823552 -0.0715248816 -0.0349328936 -0.0475816427   0.001942509
#> 115  0.1480166582 -0.0913561259  0.1066133910 -0.0790371551   0.068272657
#> 116  0.1096265397 -0.0075581411 -0.0335423902  0.1173483056   0.008359466
#> 117  0.0921779462  0.1227848060  0.0092798716  0.0629959729  -0.023604371
#> 118 -0.0009263888 -0.0479019901  0.0285530482  0.0750723439  -0.059720125
#> 119  0.0023099950  0.0005912257 -0.0212163506  0.0744368964   0.056064916
#> 120  0.0594439834  0.0031650697 -0.0856243517 -0.0654506712  -0.095995407
#> 121 -0.1798753751 -0.1345128173  0.0145327622  0.0404248449  -0.018281358
#> 122 -0.0294888468 -0.0269241890 -0.0738844988 -0.0115671410   0.055976099
#> 123 -0.0432534355  0.0545731789 -0.0620359097 -0.0714968009  -0.041010795
#> 124  0.0816951696 -0.0750189745  0.0111653653 -0.0651508202   0.015485069
#> 125  0.0816542405 -0.0688914655  0.0409437978 -0.0756609493   0.014178776
#> 126  0.0307257575 -0.0410267631 -0.0710194987 -0.0296082522   0.068124421
#> 127  0.1197305693 -0.0527805345  0.0627001227 -0.0727977192  -0.009869478
#> 128  0.1609924442  0.0849818609  0.0018142026 -0.0036398915   0.012051009
#> 129 -0.0991678004 -0.0046076287 -0.0459597034 -0.1804409200   0.082956674
#> 130  0.0618369466  0.0521625571 -0.0946814727  0.0105736019  -0.020405619
#> 131 -0.1554073785  0.1086865900 -0.2255436843  0.0662205251   0.092512209
#> 132 -0.0815190563 -0.0266870073  0.1301286547  0.0989946055   0.176182102
#> 133  0.0489953807  0.1549888730 -0.0122542670 -0.1811701874   0.062227736
#> 134 -0.0875296051  0.0472296514 -0.0725390684 -0.0401721796   0.008833545
#> 135  0.0105007279  0.1012641583  0.0371931615  0.0461502230   0.096209589
#> 136  0.2187743506 -0.1216767047  0.1350508946 -0.0061032561  -0.145092138
#> 137  0.0087358276  0.0701099254 -0.1253473325 -0.1858039786  -0.105011546
#> 138 -0.0248790720 -0.1492701448  0.0899636781  0.0011252970   0.053574139
#> 139  0.1142233808 -0.0504965983  0.0505311228 -0.0623574804   0.043746489
#> 140 -0.0772450099  0.1116688612 -0.0830428171 -0.1896394186  -0.045470851
#> 141 -0.1224338173 -0.1130607976 -0.0211951223 -0.0349931321  -0.019344205
#> 142  0.1712641943  0.1467138650 -0.0420703693  0.0428361350  -0.052191307
#> 143 -0.1011887129  0.0251565798 -0.0086836878  0.0014271781  -0.008534976
#> 144 -0.0104769993  0.2116175912 -0.0377887022 -0.0444132474  -0.016159776
#> 145  0.0397062917 -0.1131226346  0.1037766131 -0.1978418997   0.042526365
#> 146 -0.1323144285  0.0637466619  0.0278282162 -0.1506734904   0.124432332
#> 147 -0.0151088736 -0.1498722173  0.0140478180 -0.0293844031   0.033284273
#> 148  0.2186535604  0.0901791688  0.0152373628  0.0161887062   0.044669598
#> 149  0.0774867168  0.1551590167  0.0228799751 -0.0162523780  -0.087132258
#> 150 -0.1486066059 -0.2571287419  0.1995646309  0.0972649691   0.263623651
#> 151 -0.2362315053 -0.1757931941 -0.0384993355  0.0297652359  -0.003525799
#> 152  0.1037414037  0.1632091733  0.0497533212  0.0467977753  -0.079179696
#> 153  0.0136912217  0.0070041012  0.4312802929  0.0290473812  -0.262959493
#> 154 -0.1409699060 -0.2006241113 -0.0308731687  0.0297774165  -0.023429534
#> 155  0.0769727794 -0.0853654859  0.0239458808 -0.0572770424   0.062082713
#> 156 -0.0561108218 -0.0777383901 -0.0960959294  0.0600213492  -0.054481741
#> 157 -0.1191207068  0.0190419964 -0.0197365277 -0.0241844774   0.101220826
#> 158 -0.1266999617 -0.1843144176  0.0419911848  0.0104861094   0.029744496
#> 159 -0.0996959790  0.0792689882 -0.0121578274  0.0373271559  -0.059216371
#> 160 -0.0844023221  0.0401902088  0.0492632309 -0.0440278116   0.066074785
#> 161 -0.1718261526  0.3227523018  0.0257930265  0.0131895345   0.040369280
#> 162  0.0139485908  0.0470508286  0.0071378575  0.1388455473   0.014966201
#> 163 -0.2016894189  0.1924036894  0.0276182422  0.1181586075  -0.101786209
#> 164 -0.0692102498 -0.0505327765 -0.0334913614  0.0285815025  -0.019378897
#> 165  0.0713189692 -0.0431029817 -0.0033124284  0.0204678003  -0.019830585
#> 166 -0.0229584647 -0.0415656799 -0.0680130483 -0.0840471328   0.131512818
#> 167  0.1829345920  0.1183700173  0.0214914859 -0.1167555531   0.025137081
#> 168  0.1787874714 -0.1273727661  0.0683777973 -0.0464982086   0.002754163
#> 169  0.0347743527 -0.0074823161  0.0535038491  0.0520529491   0.020146037
#> 170  0.1051886540  0.2235857887  0.0095299117 -0.0721990551   0.014292162
#> 171 -0.0116056427 -0.0137139749  0.0464023524 -0.0267033330   0.002671249
#> 172  0.0974333926 -0.0112006778  0.0821758290  0.2250293911   0.010632475
#> 173  0.0238038678 -0.0089567070 -0.0026228213  0.0794997847  -0.035112729
#> 174 -0.1206453472  0.0076772162 -0.0222901198  0.0199656231  -0.109672421
#> 175  0.0185995764 -0.1274150227  0.0114112765 -0.0653040218   0.015982842
#> 176  0.0918657387 -0.0430831514 -0.0008021936 -0.0585292925   0.008268867
#> 177  0.0389240017 -0.0491851988 -0.1576405371 -0.0768617513   0.008674953
#> 178 -0.0073461361 -0.0397509660 -0.1235258448 -0.0308897341  -0.045757066
#> 179  0.0657884467 -0.0160546653 -0.0812419106 -0.1154798081   0.114306005
#> 180 -0.1952069709 -0.2314830757  0.0870043473 -0.0587428055   0.090571039
#> 181 -0.0059794148 -0.0202766901  0.0610898380  0.0489601570  -0.080780790
#> 182  0.1152532539  0.0031031955  0.0706625047  0.0594638099  -0.012911934
#> 183  0.1497403956  0.0639899778  0.0629853141  0.0571624339   0.032336011
#> 184  0.0820445982  0.0102379640 -0.0438004176  0.0384761315  -0.040926204
#> 185  0.0105719040 -0.0311541633 -0.1663339690 -0.0085499096   0.130088971
#> 186  0.0282776821 -0.0143587233  0.0219595384  0.0564444861   0.016117683
#> 187 -0.0427170179 -0.0051680151  0.0102557142  0.0522386997   0.033918534
#> 188  0.0625146666 -0.0223114491 -0.0800522028  0.0162875450   0.036985412
#> 189 -0.0979958724  0.0668506285 -0.1340838408  0.0458977631  -0.008158475
#> 190  0.1178944786  0.0300764855 -0.0101569726  0.0474568561   0.023760245
#> 191 -0.0364921900  0.0101954880  0.0409294617 -0.0103627786  -0.030602696
#> 192 -0.0328886924  0.0128422222  0.0427754479 -0.0037123642   0.069455152
#> 193 -0.1690623172  0.3071216438  0.0076128566  0.0083796603   0.026084156
#> 194  0.1561893297 -0.0148867238  0.0369947718  0.0522021324  -0.029850201
#> 195 -0.1132971888  0.0573314925  0.0407719142  0.0272862188  -0.067231906
#> 196  0.0732631104 -0.0434829677  0.1844595577  0.0999734247   0.337918305
#> 197 -0.1497178618 -0.1677623728 -0.0206762554 -0.0445818977  -0.073353263
#> 198  0.0448579169 -0.0839655422  0.0441719097 -0.0600525273   0.018350095
#> 199 -0.0225445294  0.0179727023 -0.0699877896  0.0801510808  -0.076888378
#> 200 -0.0528395612 -0.0660500571  0.0196295256  0.1314456323  -0.008604057
#> 201  0.0586747523 -0.0964371415 -0.0245459529 -0.0882703102   0.100523348
#> 202 -0.0622696754  0.0253694580 -0.0658593766 -0.0477879100   0.003982746
#> 203  0.1737155116  0.1147855755  0.0337584250 -0.0366711203   0.020540050
#> 204  0.1035133714 -0.0621247197 -0.0063136331 -0.0943047604   0.022106981
#> 205 -0.0626110681 -0.0170216114  0.0167893714 -0.0365253676   0.048187711
#> 206 -0.1102055780  0.0858572023 -0.1196755953  0.0610713991  -0.036058450
#> 207  0.2988954908 -0.1093552797 -0.0524078011  0.0810579893  -0.044586465
#> 208  0.0415482844 -0.0385477757 -0.0403835082  0.0808159099  -0.010969262
#> 209  0.1733148104 -0.0875523521  0.0803740704  0.0661574088  -0.011461466
#> 210  0.0346610702  0.0021407962 -0.0300782371  0.0828825747  -0.007580739
#> 211 -0.0047774895 -0.0596258856  0.0276752348  0.0617818219  -0.142143301
#> 212 -0.0542184334  0.1043232327 -0.0647729221  0.0107280700  -0.016168334
#> 213 -0.0004455009  0.0264992659 -0.0288916680  0.1500334486  -0.004115345
#> 214 -0.0971384408 -0.0380997218 -0.0072176951  0.0275280603   0.026889881
#> 215  0.0374577007 -0.0124356818 -0.0712560652 -0.0515267524   0.093264652
#> 216 -0.1348539608  0.0530861554  0.0317810675 -0.1311804794   0.047980213
#> 217  0.0805537998  0.0089981338  0.0332714348  0.1239807819  -0.012769844
#> 218  0.1502702414 -0.1214363419  0.0793844013 -0.1067891889   0.054770669
#> 219 -0.0860081424  0.0848826542 -0.0799161854  0.1299423220  -0.013878931
#> 220 -0.1543530705 -0.1852953812 -0.0087135905  0.0247342505  -0.025242666
#> 221 -0.0181835014 -0.1025092626 -0.0410990178  0.0106858768  -0.047852939
#> 222 -0.0317452052  0.0093223631 -0.0512802940 -0.0246366030  -0.014187260
#> 223  0.1650363865 -0.0038697168  0.0238717830  0.0065126494  -0.021266752
#> 224 -0.1506869945  0.1079750576  0.0049219259 -0.0256432478   0.029757773
#> 225 -0.0920527097 -0.0036756072 -0.0423671176 -0.0249464635  -0.060102477
#> 226 -0.0184543431  0.0357774339  0.0048501647  0.0173505368  -0.088641139
#> 227 -0.2926670578  0.2420326608  0.0488858225 -0.0355046663   0.022125737
#>     pca_factor_21 pca_factor_22 pca_factor_23 pca_factor_24 pca_factor_25
#> 1   -0.0875354475 -0.1225758941  0.0119281302  4.719634e-02 -0.0967553770
#> 2   -0.0837445538  0.3857258092  0.2916868637 -6.207315e-02 -0.1203837658
#> 3   -0.0494803446 -0.0417139767  0.0648316665 -7.163387e-02 -0.0088047435
#> 4   -0.0406691395 -0.0886411747 -0.0082141262 -4.678705e-02 -0.0313738132
#> 5    0.0314666098  0.0468252046  0.1004080936 -1.627967e-03  0.0357749057
#> 6    0.0117333108  0.0186175461  0.0825146773 -1.953683e-02  0.0035314224
#> 7   -0.0408123681 -0.0981797056 -0.0124092142  2.720044e-02 -0.1138518434
#> 8   -0.1247971867  0.0311653725 -0.0311091480 -4.593623e-02  0.0396265466
#> 9    0.1077136120  0.0248250481 -0.0108968043  3.565583e-02 -0.0215441067
#> 10  -0.0571283317  0.1931782696  0.0164597830 -4.636400e-02 -0.0078858076
#> 11   0.0778949466  0.0169790524  0.0318299331  7.855270e-02 -0.0403519791
#> 12   0.2023583367  0.0276929930 -0.0355818057  8.967720e-02 -0.0323891006
#> 13  -0.0614996683 -0.0065435969 -0.0270961666 -9.053615e-02  0.0097924697
#> 14  -0.0052903168 -0.0261353326  0.0354682148 -2.289502e-02  0.0551679266
#> 15   0.0508749163 -0.0680565911  0.0191979694 -9.593680e-02  0.0342304621
#> 16  -0.0712940162 -0.0545325121 -0.0375541908  1.024511e-01 -0.0054820724
#> 17  -0.1158316676  0.0293828113  0.0055204003 -7.258359e-02 -0.0067355894
#> 18  -0.1705427962  0.0613793186 -0.0051800584 -2.035337e-02  0.0147345594
#> 19   0.0980968122 -0.0077063896  0.0733836114 -2.468407e-02  0.0336030123
#> 20   0.0343465805  0.0750339153  0.0330811012  6.123676e-02  0.2183233556
#> 21  -0.0058900200 -0.0930876653 -0.0494349950  2.637014e-02 -0.0370149887
#> 22  -0.0413106297  0.0272215857 -0.0579840163 -1.395449e-02  0.0423753897
#> 23  -0.0215457790  0.1422764241  0.0563802569  5.596989e-02  0.0565050818
#> 24  -0.0223124866  0.0531415617 -0.0450666815  3.117409e-02  0.0276529414
#> 25  -0.0137038629 -0.0363964763  0.0602420536  1.324394e-01 -0.0086990660
#> 26  -0.0526562906 -0.0026681479 -0.0440162781 -2.991069e-02  0.0457388745
#> 27  -0.0611417221  0.0027012651  0.0272626181 -4.471512e-02  0.0204883006
#> 28  -0.0326641477  0.0595093167 -0.1406162243  1.018900e-01 -0.0069584490
#> 29  -0.0359668787 -0.0753310256  0.1238757518  9.463342e-02 -0.0150850137
#> 30   0.0009167826  0.0350684354 -0.0108002028  4.302695e-02  0.0020624707
#> 31   0.0247295158  0.0291883025 -0.0393324312 -5.948643e-02 -0.0705250180
#> 32   0.0444688158 -0.0881860193  0.0430520405 -1.289392e-01  0.0314817235
#> 33   0.0118016310  0.0536577619 -0.1558613345  1.078844e-01  0.0266957572
#> 34  -0.0348430406 -0.1500141654 -0.0230404238  5.858387e-02 -0.0442499585
#> 35  -0.0014254124 -0.0262542039 -0.0108847716 -1.427785e-02 -0.0636088937
#> 36  -0.0155438493 -0.0165165256  0.0172451684 -4.278510e-02  0.0118225047
#> 37   0.0012188675 -0.2792725259 -0.3176151942  1.901438e-01  0.0749385604
#> 38  -0.0928553210 -0.0188965917 -0.0951271700 -8.749941e-02  0.0648254445
#> 39   0.0082331317  0.0644776468 -0.0987147131 -1.343224e-01  0.0004579416
#> 40  -0.1267019977  0.0146941673  0.0082728492 -6.937610e-02  0.0084050039
#> 41   0.1136045651  0.0042110205  0.0149353711  8.653157e-02 -0.0125854677
#> 42  -0.1510127995  0.0473388071 -0.0345325531  1.826156e-02  0.0532580817
#> 43  -0.1005684650  0.0012083710 -0.0308764545 -1.678523e-02  0.0429749682
#> 44   0.1316060151  0.0173092154 -0.0082890868  3.502385e-02 -0.0250560733
#> 45  -0.0214213760 -0.0859932989 -0.0335897477 -4.609341e-02 -0.0077831433
#> 46  -0.0407234228  0.0511705622 -0.0470789976 -7.622517e-03  0.0337965284
#> 47   0.0196945782 -0.0563789832  0.1705772366 -3.143339e-03 -0.0467626178
#> 48   0.0104676854 -0.1088230928  0.0409784819 -8.553633e-02 -0.0103825559
#> 49   0.0772589187 -0.0465716548  0.0361581727  5.472593e-02 -0.0316065331
#> 50   0.0351661837  0.1362786134  0.0176233557  1.334225e-02 -0.0421202774
#> 51   0.0304427764  0.0139368715 -0.0381144965 -6.861073e-02 -0.0734089782
#> 52  -0.0788880383  0.0647661970 -0.0462667933  6.506468e-02  0.0256472969
#> 53  -0.0589960155 -0.0309014124  0.0576014609 -5.716119e-02  0.0071048113
#> 54   0.0885542891 -0.0064237154 -0.0287683094 -2.948802e-02  0.0246504613
#> 55   0.0153569095  0.1151812970 -0.1474985092 -1.008004e-01  0.0300134844
#> 56  -0.0041692701 -0.0167159353  0.0555267615  5.359872e-02  0.1031904934
#> 57   0.0544110049 -0.0090232763  0.0226594909  1.902349e-02  0.0041558885
#> 58   0.0370621839  0.0216485734 -0.0916155307 -2.654762e-02 -0.0236583171
#> 59   0.0622128869  0.0507350620 -0.1112495394  4.058715e-03  0.0143980515
#> 60   0.0131270790  0.0894513597 -0.1066611800 -6.372372e-02  0.0195675233
#> 61  -0.1861722825  0.0531680545 -0.0461798057 -2.248549e-02  0.0319732365
#> 62   0.0202001793 -0.0716629622  0.0333374334 -1.334712e-02  0.1040261415
#> 63  -0.0099291744  0.1389712667  0.1528695614  1.124128e-02 -0.0385555030
#> 64  -0.1051085983 -0.0074234123  0.0508438288  7.418095e-02 -0.0298974273
#> 65   0.1591453683  0.0210787246  0.0170636371 -1.727712e-02  0.0243940398
#> 66  -0.0182204009  0.0497395168 -0.1284724630 -9.002066e-03 -0.1852865493
#> 67  -0.0176615512  0.0429515635 -0.0210756241  2.807014e-02 -0.0980491226
#> 68   0.0349547884 -0.0490702361  0.0713107900 -3.845724e-02  0.0269736866
#> 69   0.1163036870 -0.0002646773  0.0913336296  1.472302e-01 -0.0585715913
#> 70  -0.1061615477 -0.0380483298 -0.0405295077 -4.592995e-03  0.0303629542
#> 71  -0.1229320689 -0.0890410926  0.0096700661  8.211064e-02 -0.0803309669
#> 72   0.0988043861 -0.0470084503  0.0124268597 -4.336702e-02 -0.0504791060
#> 73   0.0685786157  0.0500306898 -0.0245845167  5.904705e-03  0.0665368028
#> 74  -0.0080313745  0.0128821623  0.0800660795  1.665595e-02  0.0957588204
#> 75  -0.0331024527 -0.0376720676  0.0112744506 -6.684583e-02 -0.0083053460
#> 76  -0.0147594267 -0.0366292114  0.0774454372  1.835537e-02 -0.0095333194
#> 77  -0.0182624121 -0.0222570052  0.0577831632 -6.389031e-03  0.1546846810
#> 78   0.0166140369 -0.0513910459 -0.0328188626 -9.124617e-02 -0.0698690940
#> 79   0.0503494851  0.0235175409 -0.0803958942 -1.509496e-02 -0.0104685133
#> 80   0.0469115279 -0.0669786187 -0.0699653233 -7.712778e-02  0.0669100018
#> 81   0.0213563163 -0.0420927116  0.0618611637 -4.767334e-02  0.1720280451
#> 82   0.0640737896 -0.0549118994 -0.0256057335 -1.225379e-01 -0.0398243504
#> 83  -0.0790291318 -0.0821460966 -0.0148648341  5.813414e-03 -0.0489735552
#> 84   0.0038885923  0.0144258765  0.0073274165 -2.698629e-02  0.0138084193
#> 85   0.0779652834 -0.0379741764  0.0014307302 -4.681517e-02 -0.0340484427
#> 86   0.0116487299  0.1081809500 -0.1377964089 -7.580950e-02  0.0231769105
#> 87  -0.0409762499 -0.0117591150  0.0619660137 -1.334968e-01 -0.0049399767
#> 88  -0.0229481400 -0.0961253516  0.0813898977 -9.136392e-02 -0.0075531184
#> 89   0.0965102301 -0.0945147679  0.0067716714 -2.736720e-02 -0.0163987578
#> 90   0.0765293311 -0.0735521541 -0.0075556807 -5.732311e-02 -0.0366291238
#> 91   0.1250047981  0.0209870085 -0.0573282771 -5.031119e-03 -0.0093747039
#> 92  -0.1315388522  0.0143872238  0.0030389790  8.214850e-02  0.0367843637
#> 93  -0.1621716061 -0.1050344903  0.0475395720 -2.146006e-02  0.0087619325
#> 94   0.0139227965 -0.0182991369  0.0132775027 -2.236128e-02  0.0005848818
#> 95   0.0333306335 -0.0782661680  0.0510952308 -4.292536e-02  0.1251735046
#> 96  -0.0118041791  0.1725043445  0.0649487183  1.221229e-02 -0.0315603602
#> 97   0.0575810341  0.0855195573 -0.0871141501 -6.533214e-02 -0.0824739480
#> 98   0.0173236197  0.0350201631 -0.0017697589  5.795606e-02  0.1210649999
#> 99  -0.0472499482 -0.0140940442  0.0104949184  7.087275e-02 -0.0013011828
#> 100 -0.0093412549  0.0546064506 -0.1320089055 -3.050913e-02 -0.1877421864
#> 101  0.0090156627  0.0164614569 -0.0115750742 -2.239914e-02 -0.0307865222
#> 102 -0.0767493135 -0.0736615980  0.0462059200  6.664547e-02 -0.0269161043
#> 103  0.0073027118  0.0041306593  0.0172368889  1.323091e-02  0.0171056506
#> 104  0.0400537313  0.0674927663 -0.0670036879 -2.787597e-02 -0.0584285442
#> 105 -0.2078942714  0.0390151215  0.0065628332  2.787100e-02  0.0121296931
#> 106  0.0217022631  0.0295134877 -0.0436290624 -4.989194e-02 -0.0803821328
#> 107 -0.0042858135 -0.0204487310 -0.0646282720  8.830762e-03  0.0227817689
#> 108 -0.0203970302 -0.0985381504 -0.0223785980 -7.820949e-02 -0.0719601978
#> 109  0.0381749568  0.0189571115 -0.0080350282 -1.013533e-01 -0.0669460635
#> 110  0.0506056914  0.0060007724  0.0012445406 -1.308706e-01  0.0267240908
#> 111 -0.0790849048 -0.0517297993  0.0057339811  4.465410e-02 -0.1367763644
#> 112 -0.0119243294 -0.0497884260  0.0590773244  1.127433e-01 -0.0318103055
#> 113  0.0506483991 -0.0119573535  0.0174552038 -7.929782e-02 -0.0095558266
#> 114 -0.0263954104 -0.1054997243  0.0310879754 -5.356887e-02  0.0061515539
#> 115 -0.0195064771  0.0036609917  0.0378932952  1.843939e-02  0.0857166907
#> 116  0.0024835899  0.0342609636  0.0257773807  1.529665e-01 -0.0254779009
#> 117 -0.2633961941  0.0729157756 -0.0458607632  8.857983e-03  0.0506848383
#> 118  0.0287271242  0.0212569736 -0.0499055829 -2.981229e-02 -0.0331613618
#> 119  0.0605752416  0.1926309031 -0.0340374456 -8.306758e-05  0.0842342123
#> 120 -0.0015061728  0.0397306835 -0.0093875365  3.513164e-02  0.0152247934
#> 121  0.0383621030 -0.0703577163  0.1161621459 -1.883086e-02 -0.0106986517
#> 122 -0.0314121982 -0.0548754155 -0.0331972938 -5.834319e-04 -0.0485574871
#> 123 -0.0376742719 -0.0181694174  0.0281079875 -9.278743e-02 -0.0161450836
#> 124  0.1281513838  0.0213619740 -0.0553252353 -7.774740e-03 -0.0145927523
#> 125 -0.0248155016 -0.0032022450  0.0471733895  5.571316e-03  0.0924553593
#> 126 -0.0306869847  0.0365608518 -0.0177679360  4.999285e-02 -0.0174310132
#> 127 -0.0133641085 -0.1053889186  0.1149424455 -2.081485e-02  0.1279627229
#> 128  0.0916185984  0.0464942478 -0.0107881190  5.217621e-02 -0.0185776842
#> 129 -0.0963160377 -0.0578616187 -0.0273204085 -3.437234e-02 -0.0214149845
#> 130  0.1303445996 -0.0319129873  0.0378417205  1.278493e-01 -0.0227178116
#> 131  0.0269485399 -0.0041057694 -0.0433185628  5.512045e-02  0.0836946336
#> 132  0.0293477411 -0.0525436283 -0.0306630882 -2.008662e-02  0.0216777116
#> 133  0.1066627028  0.0104205853 -0.0678532766 -1.170957e-01 -0.0337278383
#> 134 -0.0220699950 -0.0119996021  0.0047668514 -1.988633e-03 -0.0494982569
#> 135 -0.0188577460  0.0096733735 -0.0496756688 -1.603012e-02  0.0471960462
#> 136  0.0325093518 -0.0187998137  0.0201002053 -7.393692e-02 -0.0126885997
#> 137  0.0025470304  0.0467097098 -0.0434730515 -9.016986e-02 -0.0025187080
#> 138  0.1216179527  0.0184081152 -0.0023062342 -8.086149e-02  0.0462632117
#> 139  0.1145141696  0.0675971035 -0.0832580715  2.541652e-02  0.0285629940
#> 140  0.0247841151 -0.0116320181 -0.0006896648 -1.571927e-01 -0.0276267522
#> 141 -0.0813419329  0.1337180296  0.2151517872  5.326676e-02 -0.1078007965
#> 142 -0.2494662638  0.0692955430 -0.0306895632  5.802832e-03  0.0210707303
#> 143 -0.0588522394 -0.0563878450  0.0738015872 -8.307221e-02 -0.0206161740
#> 144 -0.0022343803 -0.0852990879  0.0393009289  1.914470e-02 -0.0089710380
#> 145 -0.1186273096 -0.0788556376 -0.0056510069  7.213664e-02 -0.0691739941
#> 146 -0.0626640944 -0.0808651971  0.0516069038 -8.170968e-03 -0.0641318058
#> 147  0.1677864285  0.0212593114 -0.0616612842  4.235281e-02 -0.0016109993
#> 148 -0.0430460521  0.0327317577 -0.0223890169 -2.207529e-02 -0.0080050046
#> 149  0.1232275460 -0.0365609009  0.1038608708  1.078885e-01 -0.0366618839
#> 150  0.0027711291 -0.0325329477 -0.0508838701 -4.391952e-02  0.0468102677
#> 151 -0.0260044148 -0.0561509951  0.0221895134 -7.899722e-02 -0.0289530462
#> 152  0.0032311622 -0.0452565479  0.0482901341  2.207162e-02 -0.0275907125
#> 153  0.0464654347  0.2354774854  0.0478701732  4.051225e-02 -0.0776581622
#> 154  0.0644737108 -0.0476762043  0.0051680938 -4.814092e-02  0.0064636884
#> 155 -0.0450807047  0.0390535567 -0.0093661209  5.118434e-02 -0.0125638282
#> 156 -0.1345588196 -0.0522280572 -0.1337846362  1.316565e-01  0.0007719208
#> 157 -0.0396759204 -0.0376575361 -0.0336057371  4.098197e-02 -0.0520614839
#> 158  0.1171373504  0.0277917421 -0.0327189171  3.008231e-02  0.0054869300
#> 159  0.0465736519 -0.0077312494  0.0328292657 -1.192877e-01  0.0132425768
#> 160 -0.0384622049  0.0005003849 -0.0758680655  4.103546e-02 -0.1241038288
#> 161  0.0309537890 -0.0453070081  0.1945410106 -1.851167e-02 -0.0407765494
#> 162  0.0541188999  0.0457523014 -0.0448644463 -8.381690e-02 -0.0857327993
#> 163  0.0985523359  0.0622330584 -0.0445653523  9.134828e-04  0.0929266462
#> 164 -0.0086223654 -0.0847383950  0.0107780933  2.528270e-03 -0.0315459118
#> 165  0.0117746167 -0.0540055020  0.0463181899 -7.186578e-02 -0.0936559991
#> 166 -0.0518955934  0.0569748069 -0.0900006308  9.870664e-02 -0.0233711782
#> 167  0.2233521259  0.0158384147 -0.0016885830  5.828835e-02  0.0055638507
#> 168 -0.0206434911 -0.0450271940  0.0535934646 -1.035612e-02  0.1004273972
#> 169  0.0893071361 -0.0270568367  0.0262876986  4.773161e-02  0.0100821083
#> 170  0.0721847609 -0.1081758307  0.0470919554 -4.990345e-02 -0.0151615255
#> 171 -0.0184626401 -0.0198971994 -0.0471293566  5.881764e-02 -0.0018718800
#> 172 -0.0044081327 -0.0789113007  0.1280045808  1.752009e-01 -0.0158619007
#> 173 -0.0275597074 -0.0380193386  0.0791704051  6.100832e-02 -0.0114480734
#> 174 -0.0104104918  0.0188098017 -0.1047413939  1.934698e-01  0.0457954939
#> 175  0.1850728096  0.0009502168 -0.0431869226  2.334831e-02 -0.0190789248
#> 176  0.0934148170  0.0244345577 -0.0530421224  1.810917e-03 -0.0129773168
#> 177 -0.1514855590  0.1130770117  0.0258415553 -5.133687e-02 -0.0188834849
#> 178  0.0457057523  0.1241162988  0.1775306347  7.191352e-02 -0.0012592136
#> 179 -0.0168949168  0.0543521391 -0.0647740696  7.660147e-02 -0.0302242626
#> 180  0.0302168710  0.0137079253 -0.0261646667 -3.383441e-02  0.0596970256
#> 181  0.0328326779  0.0318352640 -0.0795326233 -1.126600e-02 -0.0044549048
#> 182  0.0386053167  0.0734431693 -0.0624668525  6.790064e-02  0.0103792297
#> 183 -0.0147353533  0.0482599512 -0.0793752056  8.667167e-03  0.0211980779
#> 184  0.0164080893 -0.0018506145  0.0210262807  4.345612e-02  0.0197034406
#> 185 -0.0097423518  0.0863340818  0.0184573249  3.863185e-02  0.0101763592
#> 186  0.0426475911  0.1523718773 -0.0503114738  9.796333e-03  0.0537416571
#> 187 -0.0010768606  0.0370633620 -0.1111189668  6.959381e-02  0.0303287755
#> 188  0.0227160210  0.0610118803 -0.0112320706  1.886289e-02  0.0738217846
#> 189  0.0062358719  0.0262137095 -0.0373990136  1.529145e-02 -0.0626096313
#> 190 -0.0630727053  0.0573520262 -0.0299649620  5.287579e-02  0.0087515580
#> 191 -0.0015716512 -0.0306645921 -0.0307311597  5.433627e-03 -0.0352396592
#> 192 -0.0836826093  0.1458977698  0.0892569258  7.779241e-03 -0.0319693093
#> 193  0.0265135105 -0.0691349160  0.1781031488  5.584812e-04 -0.0278579616
#> 194 -0.0005631829  0.0814700896  0.0634347305  5.267785e-03 -0.0064061788
#> 195  0.0025619472 -0.0014620798 -0.0558456948  1.744603e-02 -0.0535682120
#> 196 -0.0391341514 -0.0511006392 -0.1121071819 -8.855890e-02  0.0202221045
#> 197  0.1011839893 -0.0473192810  0.0746777002  1.196294e-01  0.0178932347
#> 198 -0.0661881344 -0.0347324683 -0.0726576799  1.107741e-01 -0.0258489228
#> 199  0.0084045334 -0.0847886283  0.0747832199  7.640300e-02 -0.0119362147
#> 200 -0.0398481974 -0.0627506688  0.1064431105  7.588471e-02 -0.0124337381
#> 201 -0.0746592568 -0.0417839812 -0.0130059897  7.890759e-02 -0.0504876366
#> 202 -0.0266529633 -0.0202851765  0.0116890181 -8.714597e-03 -0.0364387472
#> 203  0.0916300365 -0.0653390966 -0.0214965979 -5.463686e-03 -0.0271154315
#> 204 -0.0361436852 -0.0507031350  0.0756661191 -1.527244e-02  0.0366907059
#> 205 -0.0208362488  0.0436965328 -0.0432377317  5.584538e-02 -0.0086568351
#> 206  0.0339971455  0.0192742016 -0.0240286712  5.983669e-02  0.0307770083
#> 207  0.0396240089 -0.0704201360  0.0310929072 -1.034897e-01  0.0327816798
#> 208  0.0028744375 -0.0108056066 -0.0425416944  2.100491e-03 -0.0465681886
#> 209  0.0173484831 -0.0149262708  0.0258254399 -8.181176e-02 -0.0318277317
#> 210  0.0752985521  0.1114709280 -0.0373903130  4.358307e-03  0.1146924221
#> 211 -0.2180452762 -0.0409450584 -0.0885986966 -1.105869e-01  0.0847809431
#> 212  0.0168297064 -0.1990602895 -0.0275788500  4.284233e-03  0.0087178196
#> 213  0.0379040154  0.0601781231 -0.0844210228 -4.239002e-02 -0.0877248407
#> 214  0.0198336184 -0.0489038862  0.0102721384 -4.328032e-02  0.0009506622
#> 215 -0.0102705111  0.0349946716  0.0130460969  4.110440e-02  0.1066323664
#> 216 -0.0506778390 -0.0570005500  0.0009224564  6.475600e-02  0.0176619062
#> 217 -0.0121599121 -0.0394842785  0.0854597713  9.474328e-02 -0.0120065641
#> 218 -0.0328784396 -0.0153484580  0.0688602931  3.185592e-02  0.1378388658
#> 219  0.0449427136  0.0754069093 -0.0709154432 -2.611704e-02 -0.0357892429
#> 220  0.0709790809 -0.0354552396  0.0326293343 -5.732920e-02 -0.0060462919
#> 221  0.1110783447 -0.0458126784  0.0358824800  2.778898e-02 -0.0258110826
#> 222 -0.0149952629 -0.0055459899  0.0075818219 -1.312779e-02 -0.0034949926
#> 223  0.0169139648  0.0364437312  0.0772042902 -1.672548e-03 -0.0147443602
#> 224 -0.0287353363 -0.0326804350  0.0407911664 -8.686077e-02  0.0307301546
#> 225 -0.1253077568  0.0330367561 -0.0094807683 -2.483116e-02  0.0265917555
#> 226  0.0408142633 -0.0550675966  0.0628540907 -1.064923e-01  0.1168002851
#> 227  0.0490669136  0.0789107493  0.0356099162  4.013838e-02  0.2056521295
#>     pca_factor_26 pca_factor_27 pca_factor_28 pca_factor_29 pca_factor_30
#> 1    0.0272375687  0.0163977318  2.362087e-02  0.0147458868  5.385999e-02
#> 2   -0.0567483542 -0.0536559147  5.914998e-02 -0.0582505279 -9.315659e-02
#> 3    0.0039717655 -0.0195704280 -8.384683e-02  0.0452061517 -3.239597e-02
#> 4    0.0065992176  0.0111835978  8.953688e-02 -0.0076627897 -6.431346e-02
#> 5    0.0358937692 -0.1133647632  3.853498e-02  0.0153726481  3.367446e-02
#> 6    0.0083760259 -0.1097912002  1.052497e-03 -0.0177137124  5.483260e-02
#> 7    0.0180089553  0.0617660722  5.226777e-02  0.1150324161  2.344800e-02
#> 8    0.0224476739 -0.0133678227 -5.106459e-03 -0.0355525329  1.250391e-03
#> 9   -0.0326016083  0.0238632687  1.826832e-02  0.0152603851  4.452146e-02
#> 10   0.0407998338  0.0664803170 -1.573009e-02  0.0349370922  2.002630e-02
#> 11   0.0014545845  0.0247845593  5.347999e-02  0.0158091690  3.630184e-03
#> 12   0.0534566069  0.0644291791 -3.426393e-03  0.0277719885 -5.731286e-02
#> 13   0.0085619368  0.0050192061 -6.139680e-02  0.1300117965  1.604549e-02
#> 14  -0.0094862385  0.0341253242  3.963745e-02  0.0041845556 -1.573324e-02
#> 15   0.0266020359 -0.0152658329 -6.233545e-02 -0.0207743301  3.862204e-02
#> 16   0.1424772360  0.1768744081 -2.481770e-03 -0.1611671732 -3.553951e-02
#> 17  -0.1442343997 -0.0484878294 -3.135409e-02 -0.0244159645  7.365956e-06
#> 18  -0.0746446417 -0.0778382411 -1.744139e-02  0.0875839403  7.739640e-03
#> 19   0.0233018069 -0.0750934845  1.166839e-01  0.0130579896  1.019031e-02
#> 20  -0.0561998321 -0.0159911225 -4.212435e-02 -0.0188591087  1.417794e-02
#> 21   0.0039426616  0.0952675588  9.211259e-03  0.0758514469 -4.410200e-03
#> 22   0.0540642191 -0.0166510970  8.853792e-03  0.1110029960  2.653750e-02
#> 23   0.0354741966 -0.0836886345 -3.655616e-02 -0.0207159351  1.680197e-02
#> 24   0.0338173909  0.0148616028  7.891092e-02 -0.0024841760  5.115481e-02
#> 25  -0.0392753178  0.0090249546  3.808650e-02 -0.0028614712 -5.559921e-03
#> 26   0.0355735847 -0.0434759951  5.489933e-02  0.0993093149  1.335559e-02
#> 27   0.0619918204  0.0012174944 -8.680408e-03  0.0227130951  6.343028e-03
#> 28  -0.1140194348  0.0354434067  3.530180e-02  0.0382868172 -8.712039e-02
#> 29  -0.0180050997 -0.0264003870 -5.742472e-02  0.0250036083 -6.253606e-02
#> 30  -0.0170706325 -0.0220123873  1.547495e-02 -0.0224009753  1.292821e-02
#> 31   0.0166332991 -0.0013863246  2.174049e-02  0.0188343529 -3.860378e-02
#> 32   0.0343041864 -0.0006720251 -5.713243e-02 -0.0108208172  4.727405e-02
#> 33  -0.0427415603  0.0294879288  5.047664e-03  0.0143008273  7.964753e-03
#> 34  -0.0470820839 -0.0906688385  1.046530e-01 -0.0081599070 -8.305371e-02
#> 35   0.0186614156  0.0005635450  5.321010e-02 -0.0035881740 -2.092734e-02
#> 36  -0.0176435065 -0.0284347539  4.184247e-02  0.0475424076  2.103487e-02
#> 37   0.0188566640 -0.1028807481 -4.127663e-02  0.0579603604  1.548953e-02
#> 38   0.0248943065 -0.0679912967  2.618812e-02 -0.0435921707  4.857886e-02
#> 39  -0.0190959312 -0.0001787453  1.477228e-03 -0.0133399366  4.129456e-02
#> 40   0.0287730840 -0.0022061888 -6.199510e-02  0.0324232296 -3.284868e-02
#> 41   0.0361048499 -0.0026243335  3.404833e-03 -0.0186086380  3.521160e-03
#> 42   0.0848584728 -0.0047542946  8.350648e-02 -0.0322269974 -1.045571e-02
#> 43   0.0866682605 -0.0388856698  2.612621e-02 -0.0375573802 -5.739299e-02
#> 44  -0.0323374767  0.0185877325  8.390811e-03  0.0103301346  3.816730e-02
#> 45  -0.1236228003  0.0528876075  1.087548e-02 -0.1212398903  1.918001e-02
#> 46   0.0581545524  0.0137406715  6.026234e-02 -0.0163682310  4.511046e-02
#> 47   0.0170562030  0.0411117661  3.304012e-02 -0.0341064121  1.067202e-01
#> 48   0.0072715505  0.0256876406 -1.087336e-01 -0.0033034845  8.668607e-03
#> 49  -0.0056686661 -0.0026040942  4.372462e-02 -0.0141372676 -4.741602e-02
#> 50  -0.0037052358  0.0931205108 -1.672434e-02  0.0273765502  7.043493e-03
#> 51   0.0182059381  0.0077033318  3.396829e-02  0.0194493210 -3.444612e-02
#> 52  -0.0179913423  0.0206335824  7.706479e-02 -0.0242883522  1.847323e-02
#> 53   0.0380586429 -0.0053359112 -4.990082e-02  0.0276665934 -1.665169e-02
#> 54   0.0365981722 -0.0290551846 -1.166082e-02 -0.0578524284 -2.367019e-02
#> 55   0.0400489602  0.0251313800  8.411931e-02 -0.0383446803  9.068990e-02
#> 56   0.0081754390 -0.0628290939  6.764557e-03 -0.0015132289  2.122286e-02
#> 57   0.0262942890  0.0021312676  2.904741e-02  0.0051801463  4.122024e-02
#> 58  -0.0083094066  0.0301273705  1.732076e-02  0.0398518300 -4.362549e-02
#> 59  -0.0165396040  0.0169852832 -4.953554e-02  0.0146856921 -1.199776e-02
#> 60   0.0270798328  0.0075100647  5.861682e-02 -0.0441792611  5.963677e-02
#> 61   0.0458607160  0.0093486029  1.844573e-02 -0.0256621896 -2.415233e-02
#> 62   0.0084182074 -0.0477762170 -5.900442e-03 -0.0352618919  1.809727e-03
#> 63   0.0358007323 -0.0234507987 -2.720333e-02 -0.0822537136  5.120502e-02
#> 64  -0.0289403799  0.0236663002 -5.841422e-02  0.0779642094  1.871115e-02
#> 65   0.1124788834 -0.0917977604 -8.912942e-03  0.0164361970 -2.633298e-02
#> 66   0.0290349087  0.0085979554 -8.608051e-02 -0.0168624976  6.959779e-03
#> 67   0.0284888321 -0.0615723241 -5.079908e-02  0.0134748233  4.139986e-02
#> 68   0.1961569612 -0.0234445275  2.758083e-03  0.0353554351  5.273079e-03
#> 69  -0.0312807125 -0.0324483687 -1.590380e-02 -0.0043187657 -5.117888e-02
#> 70   0.0469531981 -0.1080856118 -1.095306e-02 -0.0918997973 -5.110241e-02
#> 71  -0.0044486693 -0.0496973012  1.436942e-02  0.0321172077  7.375043e-02
#> 72  -0.1613815197  0.0246162936  9.364110e-03 -0.0622824923  2.841112e-02
#> 73  -0.0270657320  0.1068792530 -2.389627e-02  0.0298325820 -4.515837e-02
#> 74  -0.0175513977  0.0139763156  2.169158e-02  0.0009031144 -2.744420e-02
#> 75   0.0043888267 -0.0183621309 -3.789279e-02  0.0404775780 -4.288244e-03
#> 76  -0.0292270807 -0.0209539445 -6.545264e-02  0.0084374556 -6.502825e-02
#> 77  -0.0359085875  0.0453800723 -1.004508e-03 -0.0045626109  2.355576e-03
#> 78   0.0105229084  0.0731548015  8.364897e-02  0.0622473897 -4.676620e-02
#> 79  -0.0126137549  0.0435455438 -2.320025e-02  0.0396219614  1.894370e-03
#> 80  -0.0506907180 -0.1588299216  3.040159e-02 -0.0049659096  1.182242e-02
#> 81  -0.0382787574  0.1071256179 -4.301709e-05 -0.0020939664 -9.014765e-03
#> 82  -0.1218660312  0.0485003893 -1.765731e-03 -0.0338832869  2.077057e-02
#> 83  -0.0047066981 -0.0035065031  8.148690e-02  0.0044634851 -4.761073e-02
#> 84   0.0441719340  0.0079642206  3.188388e-02  0.0137063826  4.451914e-02
#> 85  -0.0651559391 -0.0055113687 -4.347914e-02  0.0184486868 -1.900300e-02
#> 86   0.0211241800  0.0198925190  8.878658e-02 -0.0512932594  8.505950e-02
#> 87  -0.1149631498 -0.0561043552 -3.925914e-02 -0.0471030382  3.389351e-02
#> 88   0.0782069120 -0.0130054414 -5.720453e-02  0.0327678299 -1.272435e-02
#> 89   0.1069883429  0.0481710482 -5.358886e-02 -0.0687141303 -5.645346e-02
#> 90  -0.0568474454  0.0202949431  1.212071e-02 -0.0479020399 -2.794616e-02
#> 91  -0.0463857686 -0.0236947086 -1.004049e-02  0.0052765897  5.492614e-03
#> 92   0.0829928567 -0.0051645355  5.473451e-02  0.0213404663 -8.563244e-03
#> 93  -0.0583942116  0.0253048646  1.076815e-02 -0.0937976725  7.102730e-02
#> 94  -0.0163889275 -0.0331047284  3.535575e-02  0.0739724435 -1.770241e-03
#> 95  -0.0231521127  0.0563883771  6.108375e-02  0.0691690278  6.887857e-03
#> 96  -0.0038550603  0.0938828889 -1.935466e-02  0.0457187428  4.627965e-02
#> 97   0.0133612541 -0.0137833643 -6.220598e-02 -0.0189157051 -2.239236e-03
#> 98  -0.0398949582  0.0335157704 -5.601714e-02  0.0040048556  1.268694e-02
#> 99   0.0042458656 -0.0505887854 -8.676675e-02 -0.0574736225  2.943580e-02
#> 100  0.0215586032  0.0166527533 -8.478059e-02 -0.0293405707 -1.232645e-02
#> 101 -0.0769529460 -0.0066202788  2.681859e-02  0.0439426498 -3.145075e-03
#> 102 -0.0078328228  0.0424623472  1.059587e-02  0.0556987568  6.387105e-02
#> 103  0.0772641685 -0.0140963061  5.278835e-03 -0.0075145410  1.137856e-02
#> 104  0.0152819375 -0.0253865443 -4.666256e-02 -0.0009159169 -7.610490e-04
#> 105 -0.0736734830 -0.0387377416 -3.454229e-02  0.0617498547 -8.300261e-03
#> 106  0.0178167872 -0.0069835355  1.128514e-02  0.0145318455 -3.423525e-02
#> 107 -0.0730810429  0.0011704212  5.112579e-02 -0.0213721863  3.683504e-02
#> 108  0.0172730990  0.0190726704  7.416713e-02  0.0458397589 -3.863854e-02
#> 109  0.0171848202 -0.0127908208  4.118532e-02 -0.0235438374 -4.193854e-02
#> 110 -0.0339347367  0.0879826190  7.324109e-02  0.0226327197 -1.005357e-01
#> 111  0.0142163520 -0.0561282580 -2.227991e-02 -0.0029352282  7.505794e-02
#> 112 -0.0092559577  0.0633729182 -2.662909e-02  0.0737999796  6.452127e-02
#> 113 -0.0107019633  0.0570550516  4.333420e-02  0.0587499430  6.740456e-03
#> 114  0.0111987470 -0.0059619741  2.780297e-02 -0.0346992746 -4.004588e-02
#> 115 -0.0251732595  0.0012311013 -5.003330e-02 -0.0496269527  1.631836e-03
#> 116  0.0273726732  0.0101931475  7.693570e-02 -0.0055865037  3.003290e-02
#> 117  0.0345187639 -0.0048766020  2.236806e-02 -0.0024048820 -3.095592e-02
#> 118 -0.0052052881  0.0277662818  3.444629e-02  0.0386030174 -3.513265e-02
#> 119 -0.0109961884  0.0011771386 -8.042704e-02  0.0131399811 -3.896181e-02
#> 120  0.0348057813 -0.0168823296  1.760946e-02 -0.0208144619 -5.665503e-03
#> 121  0.0042084710 -0.0254003413 -9.733607e-02  0.0304885573 -6.546865e-02
#> 122  0.0142664978 -0.0382924671  6.165784e-02 -0.0149584811 -1.667961e-02
#> 123 -0.0380117495 -0.0142300022 -7.690487e-02  0.0215769516 -2.101595e-02
#> 124 -0.0578933497 -0.0167891971 -7.694462e-03  0.0038151364  7.876068e-03
#> 125 -0.0231187826  0.0253593641  8.787962e-03 -0.0065680662 -1.272671e-02
#> 126  0.0018935534 -0.0247255527 -6.094365e-02 -0.0597171592  6.150596e-03
#> 127  0.0074433310  0.0249799839  5.064975e-02  0.0102314776  3.728736e-02
#> 128  0.0249723138  0.0460135542  1.007662e-02  0.0359542037  1.604545e-02
#> 129  0.0257487941 -0.0016788622  1.102868e-02  0.0406884890 -2.029926e-01
#> 130  0.0568573801  0.0149370282  6.460096e-03  0.0149976981  1.816188e-02
#> 131 -0.0013795283 -0.1083157114  2.259880e-02 -0.0313062921  2.939534e-02
#> 132  0.1035260809  0.0299242694  8.181840e-02 -0.0939283263  1.974037e-02
#> 133 -0.1045500363  0.0266858487  1.303402e-02 -0.0492531221  1.793175e-02
#> 134  0.0089217041 -0.0027637920  3.883848e-03 -0.0009225134  5.195592e-03
#> 135  0.0445403261 -0.0407672709  2.958157e-02  0.1024468507  2.857687e-02
#> 136  0.0231943342 -0.0121629711 -4.223665e-02 -0.0033568559 -2.769046e-02
#> 137 -0.0076855322 -0.0120959644 -1.612524e-02 -0.0161818026  1.728031e-02
#> 138  0.0850391823 -0.1143681060 -3.405588e-02 -0.0035445369 -9.230006e-03
#> 139  0.1085754445  0.0386150085  3.186660e-03  0.0122361274 -3.362515e-02
#> 140 -0.0546637583 -0.0122766889 -7.107666e-02  0.0059916228 -2.140253e-02
#> 141  0.0879762148  0.2240871063 -1.771426e-02  0.1454344617  1.065196e-01
#> 142 -0.0465562924 -0.0176732330 -2.302226e-02  0.0622224041 -2.062897e-02
#> 143 -0.0332165556 -0.0144714532 -1.097960e-01  0.0512332236 -5.012297e-02
#> 144  0.1526735166  0.0808154790 -1.754121e-02 -0.0755530449 -5.516731e-02
#> 145  0.0039307433 -0.0035088271  7.184034e-03  0.0396367816  2.600748e-02
#> 146  0.0073364290 -0.0151957947  2.022235e-02 -0.0328230615  3.041579e-02
#> 147 -0.0033558239  0.0038374256  5.900278e-02 -0.0192850359  4.677190e-02
#> 148 -0.1043136514 -0.0369912432 -2.700663e-02  0.0454943405 -2.915814e-02
#> 149 -0.1020297927 -0.0401927056  1.066154e-02  0.0122677403 -1.862537e-02
#> 150  0.1025063748  0.0272306886  5.451419e-03  0.0366383264  1.245681e-02
#> 151 -0.1703238300  0.0394630890  2.838138e-02 -0.0554991419  3.223012e-02
#> 152 -0.1002323637 -0.0533246076  1.911894e-02 -0.0189063033  1.933597e-02
#> 153  0.0505723786 -0.1458242596  6.538466e-02 -0.0982512335  1.298698e-02
#> 154 -0.0275924493 -0.0174066562 -2.639648e-02  0.0118443198  6.734856e-02
#> 155  0.0082477415  0.0266367108 -9.329992e-02 -0.0313510911  1.001025e-02
#> 156 -0.0106483066  0.2124811786  2.119758e-03 -0.2306957219 -5.069162e-02
#> 157 -0.0053755956 -0.0094869214  7.102958e-02 -0.0576291032 -2.079463e-02
#> 158  0.0160253275  0.0204135538  8.168164e-02 -0.0136007396  7.511223e-02
#> 159 -0.0272736869  0.0745432695  8.316790e-02  0.0206417700 -8.510992e-02
#> 160  0.0305932090 -0.0183249473 -9.941171e-02 -0.0174003613  4.840656e-02
#> 161  0.0069020534  0.0531925833  3.527061e-02 -0.0468240226  1.323360e-01
#> 162  0.0173987519 -0.0074549289 -3.098407e-02 -0.0074788520 -6.169836e-04
#> 163 -0.0286705063  0.0802322820 -3.627576e-02  0.0246313584 -2.645566e-02
#> 164 -0.0144263396  0.0840566286 -1.513133e-02 -0.1490968396 -2.589098e-02
#> 165  0.0257390663 -0.0470363963  1.254353e-01 -0.0379636166 -6.774482e-02
#> 166 -0.0840010653  0.0033875525  2.855890e-02  0.0158958797 -1.646197e-01
#> 167  0.0284167807 -0.0916012668 -5.553605e-03 -0.0164175160 -8.726171e-02
#> 168 -0.0209621593  0.0398722013  4.117064e-02  0.0045613067 -2.191072e-03
#> 169  0.1046446362  0.0123958708 -1.478203e-02  0.0246745586  1.213893e-02
#> 170  0.1199337280  0.0307898339 -6.832257e-02 -0.0290398294 -5.685411e-02
#> 171  0.0011738391 -0.0313247894 -4.686856e-02  0.0074538746  5.286022e-02
#> 172 -0.0425187798 -0.0042875148 -8.252769e-03  0.0091169155 -6.443479e-02
#> 173 -0.0260713232 -0.0191884854 -3.716174e-02  0.0021670637 -4.683987e-02
#> 174 -0.0171550373 -0.0568930257 -7.016292e-04  0.0862370872  8.911096e-02
#> 175 -0.0495770280 -0.0034085387  6.305660e-03 -0.0038635689  1.471426e-02
#> 176 -0.0591652220 -0.0129227695 -4.972847e-03  0.0100885655  5.002651e-03
#> 177 -0.0103638676  0.1036762075 -2.389521e-02  0.0080829395 -4.053797e-02
#> 178 -0.0106370791 -0.0977398604  1.650680e-01  0.0283902312 -3.461979e-02
#> 179 -0.0660654826 -0.0024369575  1.394850e-02  0.0543425015 -1.447557e-01
#> 180  0.1750998230 -0.0226986615 -4.113093e-02  0.0648087269 -8.768799e-02
#> 181 -0.0135088930  0.0063468881 -4.503065e-03  0.0502573498 -2.915205e-02
#> 182 -0.0060750043  0.0125984416 -2.928228e-02 -0.0274242621  6.686930e-02
#> 183  0.0102550106  0.0362036119  9.821939e-02 -0.0168922002  8.461873e-02
#> 184 -0.0245592197  0.0074292003 -4.969869e-03  0.0145594468  2.903477e-02
#> 185  0.0046833438 -0.0322421492 -4.307528e-02 -0.0969043295 -6.021300e-02
#> 186 -0.0137762524  0.0085702140 -8.759502e-02  0.0280214511 -5.176055e-03
#> 187 -0.0480524265  0.0154032295  5.467648e-02  0.0153051584  3.682032e-02
#> 188 -0.0051558161  0.0564202470 -1.020216e-01 -0.0586228783 -3.589207e-02
#> 189  0.0129241908 -0.0289429688 -2.369076e-02  0.0003220751  1.472579e-02
#> 190 -0.0558941276 -0.0192343879  2.972711e-02  0.0210421389  5.793834e-03
#> 191  0.0063587635 -0.0012346024  9.692592e-03  0.0240056640  1.428588e-02
#> 192 -0.0330347948 -0.0119313498  1.946799e-02  0.0009336781  8.075447e-03
#> 193  0.0106994470  0.0324648564  2.606643e-02 -0.0277678905  1.280257e-01
#> 194  0.0273299773 -0.0375865163 -5.510132e-02 -0.0541309965  4.574741e-02
#> 195  0.0139934742  0.0274315318  1.330986e-02  0.0321470528  4.888763e-03
#> 196 -0.0625063256  0.0427157045  3.469486e-03  0.0339847002  5.388157e-02
#> 197  0.0601093222 -0.0216594509 -2.525704e-02 -0.0061728251 -1.211916e-01
#> 198 -0.0081803457  0.0688687487 -9.054885e-02  0.0400600550  5.679869e-02
#> 199 -0.0542746315 -0.0279058278  1.738457e-02 -0.0514353706 -2.670190e-04
#> 200 -0.0137278864 -0.0242359428 -5.160928e-02  0.0222084544 -5.102495e-02
#> 201  0.0089600771 -0.0095995764 -6.089036e-02 -0.0282434912  5.719845e-02
#> 202  0.0061074890  0.0039821154  1.846138e-02  0.0031681624 -2.133640e-03
#> 203 -0.0130745392  0.0271700727 -3.844261e-02 -0.0049709214 -2.109995e-02
#> 204 -0.0187169836  0.0352816486 -3.627407e-03 -0.0455300771 -2.372351e-02
#> 205 -0.0303354118 -0.0531671056  4.213628e-03 -0.0352618161 -6.400835e-03
#> 206 -0.0037764985  0.0062698986  1.393708e-02  0.0104800104  1.524456e-02
#> 207  0.0352172402  0.0118242443 -1.329549e-01 -0.0114328265  6.168840e-02
#> 208  0.0075945802 -0.1224992305 -1.864668e-03 -0.0614192080  1.876696e-02
#> 209  0.0147712051  0.0158432533  6.900839e-02 -0.0272434882 -3.834123e-02
#> 210 -0.0154725511  0.0380147382 -5.774334e-02  0.0442801171  3.241404e-03
#> 211  0.0650151237 -0.0714943136  1.490769e-03 -0.0665480082  2.746724e-02
#> 212 -0.0234146935 -0.0922211100 -3.705242e-02  0.0108649941  4.909578e-02
#> 213  0.0174463623 -0.0144844663 -3.946797e-02 -0.0131739538 -1.493914e-03
#> 214 -0.0537802012 -0.0019718880  6.682903e-03 -0.0053086710  1.741722e-02
#> 215 -0.0192861194  0.0243001725 -1.001242e-01 -0.0918654604 -2.391354e-02
#> 216 -0.0134153936 -0.0142539818  5.213775e-02 -0.0032619079 -1.056825e-02
#> 217 -0.0356252630 -0.0141804528 -2.410070e-02  0.0062396250 -5.544986e-02
#> 218 -0.0351128847  0.0260723437 -1.876648e-02 -0.0253413154 -2.046144e-03
#> 219  0.0069482763 -0.0285928044 -5.824231e-02 -0.0016625255  6.567529e-03
#> 220 -0.0470571033 -0.0193019269 -3.261309e-02  0.0195965766  6.987729e-02
#> 221 -0.0373357325  0.0281883433 -3.909184e-02  0.0445289009  5.752613e-02
#> 222 -0.0005234249  0.0117017283  1.804353e-02  0.0081229265 -1.081343e-02
#> 223  0.0141618982 -0.0382696421 -4.556894e-02 -0.0531464835  2.206656e-02
#> 224  0.0621347047 -0.0547849843  5.847327e-02  0.0833534411  2.021183e-02
#> 225  0.0731342689 -0.0065522179 -8.650277e-03  0.0140696453 -1.020124e-02
#> 226 -0.0374127067  0.0868283818  9.217240e-02  0.0558030845 -4.604993e-02
#> 227 -0.0508923648  0.0260704739 -2.801098e-02 -0.0095498680 -1.011384e-02
#>     pca_factor_31 pca_factor_32 pca_factor_33 pca_factor_34 pca_factor_35
#> 1    0.0060664919 -0.0166668944  0.0141736252  0.0537709180  2.050250e-03
#> 2   -0.0559884148 -0.0299858706 -0.0080986088 -0.1053713029 -5.700442e-02
#> 3   -0.0113447376 -0.0218568151  0.0296040128  0.0312895260  2.222520e-02
#> 4   -0.0556894877  0.0312113497  0.0088201921 -0.0022481397 -1.344441e-02
#> 5    0.0283306457 -0.0194180105  0.0200317235 -0.0219095354 -3.013976e-02
#> 6    0.0047911208 -0.0144787163  0.0658151530 -0.0060381341  4.654905e-02
#> 7    0.0959096181 -0.0729869546 -0.1178313062  0.0178821733 -1.727468e-02
#> 8   -0.0039872457 -0.0559284500 -0.0414570040  0.0142851994 -4.534923e-03
#> 9   -0.0501639070 -0.0341142343 -0.0160545347 -0.0332405154  5.889840e-03
#> 10   0.0308117596  0.0631952966  0.0386414801  0.0195429402  2.900347e-02
#> 11  -0.0223654724  0.0075332357  0.0143115415 -0.0322972826  4.607566e-02
#> 12  -0.0498660848 -0.0193948204  0.0374514953  0.0239257307 -1.761139e-02
#> 13  -0.0902579528 -0.0604626104  0.0216429458  0.0279977999  4.627757e-02
#> 14  -0.0209785625 -0.0091063348  0.0082223270  0.0056859481  1.976996e-02
#> 15   0.0004607442  0.0323257028 -0.0043815494 -0.0192230522  3.638776e-02
#> 16   0.0108472684 -0.0583185366  0.0549500612  0.0147132428  1.400869e-02
#> 17   0.0412694524  0.0350109247 -0.0003065071  0.0313323630 -1.991629e-02
#> 18  -0.0315422750  0.0310327883 -0.0129353360  0.0243986920 -2.461551e-02
#> 19  -0.0272914019 -0.0186658467  0.1142972825 -0.0008900715 -3.315268e-02
#> 20   0.0179465183 -0.0050675830  0.0636226583  0.0075456497  7.395805e-02
#> 21  -0.0056733738  0.0009575164 -0.0988309408  0.0275201957 -6.342224e-02
#> 22   0.0071792982  0.0780023826 -0.0411483165  0.0584700354 -6.024879e-03
#> 23   0.0495001175 -0.0828434689  0.0633015825 -0.0436742486  3.867472e-02
#> 24  -0.0251380654 -0.0235838170 -0.0120058845 -0.0547333541  1.987233e-02
#> 25  -0.0106872816 -0.0250493859  0.0014944161 -0.0560106860  2.427006e-02
#> 26  -0.0076187393  0.0434690753 -0.0468885810 -0.0039301114 -6.388425e-03
#> 27  -0.0126951267 -0.0131401599  0.0102967660 -0.0258950627  1.861136e-02
#> 28   0.0135816894  0.0161500709  0.0381478902  0.0340878950  6.498948e-03
#> 29  -0.0074678289 -0.0048107373 -0.0059039349  0.0295340734 -2.426639e-02
#> 30   0.0271475615  0.0597012225 -0.0121294571  0.0037413015 -3.101267e-02
#> 31   0.0049570525 -0.0077210272 -0.0398890715 -0.0061301311  5.682557e-02
#> 32   0.0088276926  0.0281798911 -0.0235536196 -0.0332744017  3.140664e-02
#> 33  -0.0186404482  0.0086818698  0.0311149409  0.1252388012 -6.096675e-03
#> 34   0.0006794137  0.0234729706  0.0335509029 -0.0347312395  5.042984e-02
#> 35  -0.0273083309 -0.0087759282 -0.0234059868  0.0375566476  1.367498e-01
#> 36  -0.0021465666  0.0281385711 -0.0417801874 -0.0315248975 -1.424575e-03
#> 37  -0.0802198401  0.1243887916  0.1216697233 -0.1015395742  7.247334e-02
#> 38  -0.0160157362 -0.0320647933  0.0007162342  0.0378067295 -2.005244e-02
#> 39  -0.0258885925 -0.0399535040 -0.0068655037  0.0195255699  1.056326e-02
#> 40  -0.0308111883 -0.0387942398  0.0223699067  0.0276393332  1.660965e-02
#> 41   0.0024772052  0.0481398523 -0.0338745946  0.0241656778 -4.418575e-02
#> 42   0.0863142087  0.0721323388 -0.0251226724 -0.0226012992 -1.425297e-02
#> 43   0.1015015627  0.0804672059 -0.0368900692  0.0281630920 -5.650761e-02
#> 44  -0.0454452970 -0.0324005658 -0.0174335622 -0.0203351885  2.822662e-04
#> 45   0.0778385430  0.0104285566  0.0142339415  0.0016308597  2.308914e-02
#> 46  -0.0034608936  0.0027558620 -0.0079096019 -0.0309751102  9.254562e-03
#> 47  -0.0186496520 -0.0369333756 -0.0660004343  0.0787624840 -2.291243e-02
#> 48   0.0453597888 -0.0040774525 -0.0418691435 -0.0698682700  1.822133e-02
#> 49   0.0406483936  0.0013061407 -0.0203020332 -0.0767998429 -4.030928e-03
#> 50   0.0104778279  0.0561831595  0.0265232878  0.0478778061  2.736174e-02
#> 51   0.0113874760 -0.0186676824 -0.0196817677  0.0016677376  1.026192e-01
#> 52   0.0219037586  0.0159093613 -0.0105038231 -0.0182898824  7.593597e-03
#> 53  -0.0019715506 -0.0100252872  0.0192893252  0.0070193329  1.614206e-02
#> 54   0.0201975421 -0.0331330384 -0.0009203247  0.0415092576 -2.948104e-02
#> 55   0.0070752949  0.0176976754 -0.0021794789 -0.0336242519  1.229662e-04
#> 56  -0.0184754354  0.0318147136 -0.0179867949 -0.0025948423  2.662309e-02
#> 57  -0.0198411383 -0.0105974021 -0.0155291703 -0.0498722797  1.269730e-02
#> 58   0.0046210419  0.0016515388  0.0041591671  0.0176558367  1.800918e-02
#> 59  -0.0088437930  0.0329177509  0.0141883620  0.0074744664  1.597644e-02
#> 60   0.0189017270  0.0300623610 -0.0160461505 -0.0104211283 -2.164682e-02
#> 61   0.0443624755  0.0353852444  0.0028646967  0.0271993898 -4.179413e-03
#> 62  -0.0042889966  0.0199442193 -0.0221347240 -0.0675730049 -4.022425e-02
#> 63  -0.0410074151 -0.0383228483  0.0382306785 -0.0173964035 -4.829748e-02
#> 64  -0.1295759448 -0.0681650974 -0.0031138928 -0.0198588938 -4.253819e-03
#> 65   0.0042242136 -0.0157599173 -0.0183911773  0.0511241759 -6.554563e-03
#> 66  -0.0251406275  0.0113942218 -0.0158060167 -0.0185632059  4.594788e-03
#> 67   0.0121651266 -0.0113606142 -0.0104596769 -0.0201551544  1.385698e-02
#> 68  -0.0214676937 -0.0129769910 -0.0111315278 -0.0481109150 -7.889422e-03
#> 69   0.0367661926  0.0850733140 -0.0166868670 -0.0266488893 -3.005042e-02
#> 70  -0.0586973348 -0.1062795511 -0.0952996797  0.0053960181 -2.219983e-02
#> 71   0.1000273765 -0.0642045334  0.0398064471  0.0083140878  2.225810e-02
#> 72   0.0272492450  0.0008124703  0.0019685448 -0.0328822107 -4.073115e-03
#> 73  -0.0145176468  0.0046734591 -0.1294822797  0.0234372220  4.223863e-03
#> 74  -0.0077530355  0.0128778394 -0.0248975870 -0.0026804327 -3.478929e-02
#> 75   0.0278797617  0.0619156074  0.0197373084  0.0167035826 -5.012271e-03
#> 76   0.0358421465  0.0273243282  0.0256775873  0.0618025076 -1.154822e-02
#> 77  -0.0063725489 -0.0035516749  0.0345990841 -0.0150713345 -1.034568e-02
#> 78   0.0197358215 -0.0186318737 -0.0364413923  0.0467104018  9.128152e-04
#> 79   0.0037059148  0.0084926986 -0.0221408600  0.0184584439  5.290067e-03
#> 80   0.0106924776 -0.0495437984 -0.0570138843 -0.0267118945 -1.544971e-02
#> 81  -0.0367231336  0.0014144759  0.0651917517 -0.0222385549 -4.828203e-02
#> 82   0.0500011673  0.0676313622  0.0334771156 -0.0020331730  6.325608e-04
#> 83  -0.0264311703  0.0218147374  0.0154104512  0.0034059058  4.283175e-03
#> 84  -0.0214982227 -0.0171351068 -0.0012988153 -0.0562221052  2.870775e-02
#> 85   0.0191918722  0.0180440542  0.0142811971  0.0136501226  7.988876e-03
#> 86   0.0119362279  0.0273152940 -0.0146208924 -0.0392329450 -1.559517e-02
#> 87   0.0563217870  0.0279023817 -0.0056784899 -0.0033043744 -7.106067e-03
#> 88   0.0168031069  0.0120360603  0.0132728897 -0.0394559822  1.195895e-02
#> 89   0.0334559804 -0.0315739218  0.0244831766 -0.0074805449  6.874715e-03
#> 90   0.0832471905  0.0387665444  0.0084451568 -0.0250538579 -3.352283e-03
#> 91  -0.0219999191 -0.0163975207 -0.0006806154  0.0364522143 -9.752880e-03
#> 92  -0.0045428286 -0.0197752388 -0.0011558850 -0.0304608639  2.236984e-02
#> 93   0.0178191756  0.0101299649  0.0180622931  0.0024608206  2.543161e-02
#> 94   0.0092116052  0.0455746882 -0.0425710513 -0.0346121926  2.516845e-03
#> 95   0.0627126547 -0.0550253658  0.0604253815 -0.0004551798 -5.991833e-02
#> 96   0.0279459029  0.0688963769  0.0306802189  0.0306919708  4.104186e-02
#> 97   0.0047910944  0.0078611508  0.0646995528 -0.0477373812 -7.565290e-02
#> 98   0.0198086444 -0.0072890963 -0.0307978828  0.0006133517  3.465558e-02
#> 99  -0.0396272912  0.0246536260 -0.0109814896 -0.0113902708  4.478943e-02
#> 100 -0.0288860183  0.0129216747 -0.0089951819 -0.0180235716 -6.794936e-05
#> 101 -0.0115527761  0.0469954413  0.0145650008 -0.0287053838  6.217033e-03
#> 102  0.0996909883 -0.0605521625  0.0456657327  0.0084303454 -2.280553e-03
#> 103  0.0114321415  0.0360981350 -0.0187991939  0.0061352428 -1.555725e-02
#> 104  0.0236698476 -0.0100493599  0.0295125820 -0.0381127981  4.325711e-02
#> 105 -0.0686743275 -0.0433735913 -0.0049456404  0.0029480963 -7.417077e-03
#> 106 -0.0044247965 -0.0015492419 -0.0407001589 -0.0090547849  2.359981e-02
#> 107 -0.0134289424 -0.0003461241 -0.0234006971  0.0144620910 -3.824674e-03
#> 108 -0.0157696489 -0.0004766329 -0.0081436752 -0.0160694522 -1.499964e-02
#> 109 -0.0316957045  0.0177054213  0.0151303365 -0.0017867700 -3.201250e-03
#> 110 -0.0493845102 -0.0050927158  0.0428408841 -0.0016430507 -2.711941e-02
#> 111  0.0557706157 -0.0220256554  0.0221150666  0.0066074233 -1.004000e-02
#> 112 -0.1401459217 -0.0787785785 -0.0129232259 -0.0555337714  1.910642e-02
#> 113  0.0542605120 -0.0061932545 -0.0029317980  0.0036008897  2.307844e-02
#> 114 -0.0259708185  0.0228773473 -0.0193920027 -0.0548988904 -1.275892e-02
#> 115 -0.0479126736  0.0201627232  0.0117111938 -0.0201033749  1.341969e-02
#> 116 -0.0246466139 -0.0061477615 -0.0414053413 -0.0694501889  3.155514e-02
#> 117  0.0163919914  0.0116412935  0.0130476585  0.0198403160 -9.083533e-03
#> 118  0.0146817604  0.0110478883  0.0027687190  0.0142063132  2.157921e-02
#> 119  0.0867602710 -0.0670090518 -0.0064201337 -0.0421751333  1.116046e-02
#> 120  0.0239867638  0.0444658503 -0.0213736933  0.0214974892 -3.321425e-02
#> 121  0.0250049697  0.0113051973  0.0279475483  0.0566611164 -7.143725e-03
#> 122 -0.0697951081  0.0302968687  0.0577393442  0.0126685630 -4.985598e-02
#> 123 -0.0067460652 -0.0234547219  0.0236982760  0.0614715576  1.832433e-02
#> 124 -0.0168823528 -0.0110571329  0.0011521994  0.0350171208 -8.579187e-03
#> 125 -0.0048322168  0.0190904777 -0.0105719277 -0.0056748701 -5.399670e-02
#> 126 -0.0308192341  0.0453663382 -0.0506744124  0.0033561280  6.751660e-02
#> 127 -0.0024638933 -0.0220833705  0.0610649498  0.0188393575 -3.401937e-02
#> 128 -0.0044866914  0.0179327938  0.0199670389  0.0243810267  2.983609e-03
#> 129  0.0194588964 -0.0717881569 -0.0190011276 -0.1285722701  6.413437e-03
#> 130 -0.0816553310 -0.0721402558 -0.0314078974 -0.0053766403  3.606047e-02
#> 131 -0.0693150162  0.0361625148  0.1173283490 -0.0052526631 -8.784604e-02
#> 132  0.1071659756  0.0706454296 -0.0341586000 -0.0382745548 -4.011980e-02
#> 133  0.0230977768 -0.0033189006  0.0015404301 -0.0179181313  1.915453e-03
#> 134 -0.0119346674  0.0064944254 -0.0024941267 -0.0034644548 -8.350220e-02
#> 135 -0.0045656680  0.0631221814 -0.0497900627  0.0423820336 -1.175627e-02
#> 136  0.0168790377  0.0013664893 -0.0360875869 -0.0223383359  5.294006e-02
#> 137  0.0075374521  0.0056357887 -0.0058161817  0.0405588850 -4.873865e-03
#> 138  0.0373877039  0.0003334009 -0.0157582369  0.0745598621 -1.778728e-02
#> 139 -0.0034724212 -0.0182473902  0.0263380781  0.0589456108 -1.965168e-02
#> 140  0.0216697253 -0.0141770727  0.0286900737  0.0444699279  1.902902e-02
#> 141 -0.0220964340  0.1930910000  0.1019588498 -0.0549604218  3.064693e-02
#> 142 -0.0336119804 -0.0040651395  0.0128238944  0.0307093521 -8.636129e-03
#> 143 -0.0156813784 -0.0366606763  0.0408564085  0.0663066965  2.423613e-02
#> 144  0.0079111084 -0.0601737270  0.0286438021 -0.0465010594  1.776877e-02
#> 145  0.0575048924 -0.0302009991 -0.0251497064 -0.0017435740  1.081749e-02
#> 146 -0.0050588691  0.0028414150  0.0468303011  0.0533973421  7.246150e-02
#> 147 -0.0205706946 -0.0149429835 -0.0157542641 -0.0191594494 -5.286352e-03
#> 148  0.0187100913  0.0246972278  0.0089871131  0.0427284127 -5.262347e-03
#> 149 -0.0031123284 -0.0011428171 -0.0089595231 -0.0255771722 -9.432951e-03
#> 150 -0.0337438491 -0.0302922560  0.0138782423  0.0048126517  1.520463e-02
#> 151  0.0461146532  0.0189038707  0.0018365415 -0.0708066646  2.055951e-02
#> 152 -0.0014390117 -0.0193140649 -0.0261412902 -0.0410507613 -2.071376e-02
#> 153 -0.0451510139 -0.0431627886  0.0785299859  0.0672977622  1.113742e-02
#> 154 -0.0236977952 -0.0052848558  0.0044636443  0.0025320646 -7.188797e-03
#> 155  0.0010113171  0.0084630972 -0.0621120225 -0.0199610095  2.705879e-02
#> 156  0.0394846038 -0.0646118630  0.0438540769  0.0717914994  2.355895e-02
#> 157 -0.1105212271  0.0514395367  0.0479029265  0.0742236171 -7.235733e-02
#> 158 -0.0160385735 -0.0044995603 -0.0200413475 -0.0621519991  7.353476e-03
#> 159 -0.0538592888  0.0011160295  0.0411296326  0.0045008344 -1.903015e-02
#> 160 -0.0071981022  0.0006980741 -0.0028388442 -0.0236591119 -1.933276e-02
#> 161 -0.0032331212 -0.0306914291 -0.0674292885  0.0934738306 -2.993183e-02
#> 162 -0.0123069648 -0.0072574139  0.0798416214 -0.0331285587 -7.210807e-02
#> 163 -0.0129604500  0.0114532054 -0.0510116857  0.0049926845 -2.991106e-02
#> 164  0.0608536647 -0.0206818219  0.0336572886 -0.0178309458  2.142712e-02
#> 165 -0.0592756035  0.0379496431 -0.0616228933  0.0849082199  2.276990e-03
#> 166  0.0295742389 -0.0602295865  0.0190596279 -0.0349548720 -5.094540e-03
#> 167  0.0076970284 -0.0557418640 -0.0550953195  0.0390069101 -3.954320e-02
#> 168 -0.0160961894 -0.0115728918  0.0221549010  0.0123422570  1.808724e-02
#> 169 -0.0139313494 -0.0150211612  0.0140145399  0.0279499571  2.341011e-02
#> 170  0.0281099011 -0.0276161190  0.0242482905 -0.0202137471  1.514689e-02
#> 171  0.0340220554 -0.0089199001  0.0098814121 -0.0071395184 -1.538787e-02
#> 172  0.0004816309 -0.0107411996  0.0057156713 -0.0258719969 -1.118685e-03
#> 173  0.0191135922  0.0230062485 -0.0008947714  0.0341190003 -2.368345e-02
#> 174  0.1791737145 -0.0507688485 -0.0627630697  0.0184948422 -2.876717e-02
#> 175 -0.0289647780 -0.0313193919 -0.0059870068  0.0098123446 -6.546223e-03
#> 176 -0.0258159833 -0.0212246755  0.0003812530  0.0242572433 -5.773265e-03
#> 177  0.0399826405  0.0073084213 -0.0134076632 -0.0392859855  2.014466e-02
#> 178  0.1542129938 -0.0115510035 -0.0425854975  0.0622722329  1.545112e-01
#> 179 -0.0010997853 -0.0705597851 -0.0134205203 -0.0242701696 -2.632679e-02
#> 180  0.0228408220  0.0400185507  0.0436565460  0.0466958070 -1.324497e-02
#> 181  0.0086705431  0.0040938714  0.0163718081 -0.0179310878  3.547417e-02
#> 182 -0.0338041657  0.0125656598  0.0472827834  0.1024232038 -1.724958e-02
#> 183 -0.0268402912 -0.0390651416 -0.0065688561 -0.0818049986  3.452063e-02
#> 184 -0.0341970746 -0.0600932632  0.0130132687 -0.0103866395 -8.332811e-03
#> 185 -0.0937725239  0.0649966947 -0.1011376248  0.0177294257  7.818484e-02
#> 186  0.0991534239 -0.0625610314 -0.0073792422 -0.0435709529 -7.496080e-03
#> 187 -0.0241127125  0.0048158874 -0.0051755816  0.0822628317 -1.278724e-02
#> 188 -0.0797442256  0.0735437602 -0.1554233997 -0.0230317495 -2.756170e-03
#> 189  0.0112792143 -0.0043219834 -0.0012262620 -0.0081051402  1.858682e-02
#> 190 -0.0080328854  0.0014966808 -0.0121515765  0.0019262006 -1.400430e-03
#> 191  0.0321125387 -0.0184425939  0.0007630105  0.0189373535 -7.133613e-03
#> 192 -0.0045743008  0.0029877872  0.0086485809 -0.0417498165 -3.070146e-02
#> 193  0.0032859916 -0.0497638424 -0.0327376912  0.0718374578 -2.398822e-02
#> 194 -0.0019829531 -0.0294789338  0.0315288073  0.0052414881 -1.737555e-02
#> 195  0.0419925425 -0.0167884610 -0.0392509198  0.0209837797 -1.504483e-02
#> 196 -0.1179680408 -0.1511791454 -0.0259088235 -0.0093137774  3.989012e-02
#> 197  0.0732255364  0.0700745887  0.0074840814  0.0018872573 -3.279633e-02
#> 198  0.0310037316 -0.0193566018 -0.0474518415 -0.0389626158 -2.368670e-01
#> 199  0.0067136337  0.0414903399  0.0125901297 -0.0159032231 -1.106332e-02
#> 200 -0.0090499832 -0.0052605040 -0.0073809366  0.0298253592 -2.119786e-02
#> 201  0.0079439993  0.0016466781  0.0412231299  0.0042662240  1.651539e-03
#> 202 -0.0127329100  0.0049483989 -0.0026320725  0.0010652464 -8.335758e-02
#> 203  0.0087482701  0.0071682428  0.0300691521  0.0245997875  8.216007e-03
#> 204 -0.0720242605  0.0616939126 -0.0984088264  0.0072790789 -4.321146e-03
#> 205 -0.0346892163  0.0333440647  0.0833710004 -0.0091699076 -2.721774e-03
#> 206  0.0063224841 -0.0108431891  0.0183922430  0.0340553042  4.923085e-02
#> 207  0.0267153493  0.0183574320 -0.0295949708 -0.0416509164  1.171250e-02
#> 208 -0.0341905429  0.0608987885  0.0048646733 -0.0017718870 -3.081112e-03
#> 209 -0.0410716157  0.0159416359  0.0167826118  0.0412022433  4.372052e-02
#> 210  0.0996829534 -0.0708243348  0.0269054519 -0.0285647065 -1.456884e-02
#> 211 -0.0081434657 -0.0694596903 -0.0194757776  0.0271481562 -1.521628e-02
#> 212  0.0390555153  0.0583052757  0.0171446878 -0.0276500796  4.810693e-02
#> 213  0.0049295553  0.0024880540  0.0574865225 -0.0346783991 -4.607172e-02
#> 214  0.0302318709  0.0342633816 -0.0384071413 -0.0034902443  7.481670e-03
#> 215 -0.1093217760  0.0952383246 -0.1180110933 -0.0101396915  1.149792e-02
#> 216 -0.0375897537  0.0328102573 -0.0315680619  0.0419195610  2.907304e-02
#> 217  0.0217672966  0.0150136040  0.0109958424  0.0127316098 -4.657835e-03
#> 218 -0.0260131114  0.0068950765  0.0215846602 -0.0106469027  7.952528e-03
#> 219  0.0326363966 -0.0102610800  0.0392311533 -0.0440319987  2.636862e-02
#> 220 -0.0113592475  0.0177998170  0.0057025369  0.0018623554 -4.059246e-03
#> 221 -0.0461907928 -0.0013685804  0.0047137748  0.0116961597  8.897704e-03
#> 222 -0.0098111837  0.0072464314 -0.0073749432 -0.0091991485 -8.868291e-02
#> 223 -0.0022874494 -0.0286986861  0.0004148586  0.0020257727 -2.531467e-02
#> 224 -0.0181057356  0.0108262831 -0.0364141481 -0.0881123170 -7.251580e-03
#> 225 -0.0102882562  0.0063881334 -0.0016664753  0.0061471759  1.984139e-04
#> 226 -0.0110745880 -0.0381588963  0.0790444437 -0.0021338547 -3.594846e-02
#> 227  0.0099932795 -0.0057927531 -0.0044412008  0.0235142414  7.845437e-02
#>     pca_factor_36 pca_factor_37 pca_factor_38 pca_factor_39 pca_factor_40
#> 1   -0.0509162270  1.518882e-02  0.0041706651 -0.0078628823  6.116284e-02
#> 2   -0.0677759910  3.637844e-02  0.0576855737 -0.0146634048  9.788886e-02
#> 3    0.0114730481 -1.888614e-02 -0.0253026878 -0.0256605148  2.108422e-03
#> 4   -0.0115220734  2.197379e-02  0.0082306682 -0.0019423486  8.419748e-05
#> 5    0.1286996120 -6.644903e-02 -0.0077058788  0.0998427482  2.979452e-02
#> 6    0.0295367821 -4.360430e-02  0.0043630067  0.0506078410 -1.043521e-02
#> 7   -0.0227991809 -5.031994e-02 -0.0689840440  0.0597320487 -8.523009e-03
#> 8    0.0093434102 -1.265872e-02  0.0266601237  0.0014372879 -3.052016e-03
#> 9    0.0031229621 -8.392388e-03  0.0074904165 -0.0102339437  2.050444e-02
#> 10   0.0241512246  5.642111e-03 -0.0416251270  0.0057497964 -3.173919e-02
#> 11   0.0322891393  1.730202e-02 -0.0538389239 -0.0526377681  5.388869e-02
#> 12  -0.0154280399 -1.470286e-02  0.0142645117  0.0339667602  1.825145e-02
#> 13   0.0448223074 -6.870491e-03 -0.0381764178 -0.0480021602 -1.055343e-02
#> 14  -0.0623214607 -2.523408e-03 -0.0097604088 -0.0025743057 -3.000648e-02
#> 15   0.0334295275  2.073668e-02  0.0570889525 -0.0048219892  1.896842e-02
#> 16   0.0204380991 -9.450329e-03 -0.0129394793  0.0152556437 -1.774006e-02
#> 17  -0.0122332384 -1.600666e-02  0.0127799052  0.0149525721 -1.294575e-02
#> 18  -0.0286119900 -5.371153e-02  0.0332797135  0.0227546691 -2.856102e-02
#> 19  -0.0158020573 -3.347734e-02 -0.0468152179  0.0126441665  5.866143e-03
#> 20  -0.0042415304 -1.461124e-02 -0.0093453660  0.0203980101  1.163758e-02
#> 21  -0.0185526596 -2.541271e-02 -0.0428954669  0.0189410679  4.946926e-03
#> 22   0.0132766491  5.157749e-02  0.0496647889 -0.0353523823  4.009929e-02
#> 23   0.0395857581  3.464458e-03  0.1152635314  0.0326932693 -5.696169e-02
#> 24   0.0214605067  5.505415e-02 -0.0320526659  0.0296857249 -8.484512e-03
#> 25   0.0057636633 -3.996765e-02 -0.0077705119 -0.0241543584  2.169828e-02
#> 26  -0.0039902459  2.368422e-02  0.0253390442  0.0038792528  4.047590e-03
#> 27   0.0108823768  1.788817e-02 -0.0262756482 -0.0024478064  9.183905e-03
#> 28   0.0065067886 -1.986433e-03 -0.0124688971 -0.0093251158  1.155171e-02
#> 29   0.0124538091  1.642750e-01 -0.0194667034  0.0891127199 -2.778320e-02
#> 30  -0.0291107485 -6.600986e-03  0.0224022581  0.0306394034 -2.194791e-02
#> 31  -0.0596317705  1.036063e-03  0.0040759631  0.0080211774 -4.549126e-02
#> 32   0.0285710540  1.926860e-02  0.0441064111  0.0047547975  6.277128e-03
#> 33   0.0011029657 -6.816999e-03  0.0038179479 -0.0095237765  2.897942e-03
#> 34   0.0474044624  1.463297e-02 -0.0161881234 -0.0229401321 -4.534425e-02
#> 35  -0.1813591612  1.537894e-02  0.0208580681  0.0384841069 -1.064605e-02
#> 36  -0.0062792154  1.268217e-02  0.0157267421  0.0027501964  8.066744e-03
#> 37   0.0359896702 -6.555231e-03  0.0490562547  0.0255399724 -2.084729e-02
#> 38  -0.0240320310 -1.532406e-03 -0.0056019907 -0.0103665423  9.167636e-03
#> 39   0.0236453159  6.133487e-02 -0.0209895593  0.0033777829  1.077551e-02
#> 40   0.0034569421 -5.999862e-02 -0.0038546615 -0.0554357143  3.468387e-02
#> 41  -0.0601545066 -1.606373e-01  0.0946481602 -0.0707195177  2.285540e-02
#> 42   0.0028191257  2.975135e-02  0.0125242761  0.0298738122 -1.852748e-02
#> 43  -0.0362244733  1.321528e-02  0.0554565948  0.0272985447 -8.151859e-03
#> 44  -0.0006635948 -1.461467e-02  0.0158164393 -0.0101541294  1.986121e-02
#> 45   0.0304580801  6.149571e-03 -0.0231399102 -0.0043741719  5.422085e-03
#> 46   0.0069184007  1.445825e-02 -0.0128923389  0.0041391197  5.209446e-03
#> 47  -0.0134137221 -5.955796e-03  0.0266179980 -0.0049389092 -1.563890e-02
#> 48   0.0092147908  1.195192e-02  0.0163880966 -0.0161537197  3.158151e-02
#> 49  -0.0091146232  1.707620e-02 -0.0092342727 -0.0153571341  1.370003e-02
#> 50   0.0334976439 -3.789371e-02 -0.0042997308  0.0157960623 -2.811470e-02
#> 51  -0.1244888102  1.594097e-02  0.0039148522 -0.0075636065 -3.659069e-02
#> 52   0.0285486822  5.472345e-02 -0.0197404002  0.0623049581 -4.542859e-02
#> 53   0.0043944654 -3.263070e-02 -0.0100143041 -0.0269797326  5.108594e-03
#> 54  -0.0184723812  1.153288e-02  0.0024583404 -0.0007333814  2.033667e-02
#> 55  -0.0078373054 -7.000592e-03 -0.0078758416 -0.0121208512  5.890787e-03
#> 56   0.0733208846 -5.064497e-02 -0.0041276108  0.0704238110  5.310621e-02
#> 57   0.0011033972 -1.708231e-02  0.0018634657 -0.0159964682  2.554210e-03
#> 58   0.0184049457 -1.817161e-02 -0.0094970945  0.0206194548  1.855239e-02
#> 59   0.0119653007 -1.644724e-02 -0.0288752205  0.0155493470  4.082640e-02
#> 60  -0.0128077451  4.234193e-02  0.0060064083  0.0282970866 -1.905937e-03
#> 61   0.0004951354 -1.369676e-02  0.0004651820 -0.0360581506  4.200615e-02
#> 62  -0.0687397392  5.819203e-04 -0.1327913001  0.0086653212 -1.797783e-02
#> 63  -0.0443464112 -1.407204e-02 -0.0563670754  0.0149763907 -4.580144e-02
#> 64  -0.0102556624 -2.320119e-02  0.0486885439  0.0235192948 -5.709779e-03
#> 65   0.0072088827  1.133298e-02 -0.0149322925 -0.0323532640 -7.850348e-04
#> 66   0.0068105979  6.806427e-03  0.0298791221  0.0056437687 -1.456694e-02
#> 67   0.0167239710 -2.297380e-02  0.0182879394  0.0612310370  2.475175e-02
#> 68  -0.0255382799 -2.081993e-03 -0.0216442255 -0.0065444223 -1.108293e-02
#> 69  -0.0175016181  3.302834e-02 -0.0171548468  0.0082455417 -1.022245e-02
#> 70   0.0102448599 -2.438023e-04  0.0616592682  0.0117791123 -1.691740e-02
#> 71  -0.0025317671 -5.962322e-03 -0.0057617109 -0.0393452505 -5.558501e-02
#> 72  -0.0199146833 -3.280908e-02  0.0160598910 -0.0052969862  6.506627e-03
#> 73   0.0322675063 -3.292764e-02  0.0028073358  0.0369786171  5.457367e-03
#> 74   0.0461043223  3.998200e-03  0.0076354685 -0.0143682068 -4.825612e-02
#> 75  -0.0132373329 -1.459983e-02  0.0035692665  0.0187896567 -2.772387e-02
#> 76  -0.0126245348 -5.521648e-02  0.0142524896 -0.0122204086 -7.782502e-03
#> 77  -0.0162624877  1.074830e-02 -0.0148358101 -0.0647212002 -4.847254e-02
#> 78   0.0169111775 -2.927896e-03  0.0166155200  0.0156421596  2.164179e-03
#> 79   0.0048902422 -2.500936e-02 -0.0227182255  0.0246545514  2.344045e-02
#> 80  -0.0106808793 -3.371554e-02 -0.0023161270  0.0426617708 -5.561190e-02
#> 81  -0.0443514883  4.017747e-02  0.0689566443  0.0087663172  3.490265e-04
#> 82  -0.0304610293 -9.689673e-02  0.0181846866  0.0135737546  1.194356e-02
#> 83   0.0001502762  9.837065e-03 -0.0133671500 -0.0306142488 -3.335299e-02
#> 84   0.0211833369  3.824944e-02 -0.0361561079  0.0059154651  1.441157e-04
#> 85   0.0039000956 -1.228854e-02  0.0059162766  0.0044091228 -9.117728e-03
#> 86  -0.0136890323  3.471936e-02 -0.0009873670  0.0210660441  2.710383e-03
#> 87  -0.0136192877  1.467516e-02 -0.0227813597 -0.0262438360  2.864094e-02
#> 88  -0.0086237229 -1.401411e-02 -0.0179056869 -0.0179847610 -3.075140e-03
#> 89   0.0019435274 -2.950150e-03 -0.0104183654 -0.0097538148  5.413335e-03
#> 90  -0.0059150980 -9.918533e-02  0.0340481586  0.0239750697 -5.777462e-02
#> 91  -0.0041629008  2.893919e-02 -0.0030257034 -0.0125077808  1.318696e-02
#> 92   0.0177892909  2.214020e-02 -0.0400751584 -0.0269176191  6.572003e-03
#> 93   0.0052443645 -1.821981e-02 -0.0119287562 -0.0353888592  5.689700e-02
#> 94   0.0045846847  2.746167e-02  0.0084621628 -0.0048766015  1.778718e-03
#> 95  -0.0270028747 -1.893409e-03 -0.0172575631  0.0381839520  5.388279e-02
#> 96   0.0449181424 -1.598320e-02 -0.0124652552  0.0193569723 -3.739757e-02
#> 97   0.0596620648  2.568489e-02  0.0034955367 -0.0479933219  6.725715e-03
#> 98   0.0114523474 -1.902393e-02  0.0056060980  0.0164690699 -2.440517e-02
#> 99   0.0019427915 -2.752668e-02  0.0136685663  0.0718657025  3.023097e-02
#> 100  0.0042638688  1.483635e-02  0.0282268332 -0.0297073743 -4.380571e-02
#> 101 -0.0198922762  3.695463e-02 -0.0468393802 -0.0677581983  9.864761e-02
#> 102 -0.0335848874  2.582442e-02  0.0372777543 -0.0117188196  3.258443e-03
#> 103 -0.0379901186 -1.109027e-01  0.0505416906 -0.0462700222  1.591234e-02
#> 104 -0.0643351215  4.341857e-02  0.0412660104 -0.0247767384 -1.922539e-02
#> 105 -0.0178462383 -4.167694e-02  0.0253286816  0.0280448125 -2.265081e-02
#> 106 -0.0203204374 -1.175998e-02  0.0035206834  0.0271230107 -2.972067e-02
#> 107 -0.0033973104  5.918199e-03  0.0253094367  0.0105018802  1.181937e-02
#> 108  0.0084444217 -1.991864e-03  0.0209582090  0.0040175839 -2.732051e-02
#> 109  0.0431915005 -2.018723e-02 -0.0402272996  0.0188207818  2.358586e-03
#> 110 -0.0188145662  1.600370e-02  0.0251216671 -0.0855258563 -1.085063e-01
#> 111 -0.0087265467 -1.398100e-02 -0.0307499096 -0.0034977489 -3.885488e-02
#> 112  0.0053369152 -1.926042e-02  0.0353571011  0.0142218556 -5.036686e-03
#> 113  0.0341760786 -1.432095e-02  0.0110422434  0.0524280228 -2.287116e-02
#> 114 -0.0236598868  2.028303e-02 -0.0392740025 -0.0091016059 -1.727900e-02
#> 115  0.0198079726 -8.722033e-03  0.0206296749  0.0045355933 -2.646209e-02
#> 116  0.0165074595 -6.406306e-02  0.0189654477 -0.0578659273  7.096243e-03
#> 117 -0.0092667056 -9.659402e-03 -0.0028704141  0.0106051599  4.385278e-03
#> 118  0.0300268491 -1.476639e-02 -0.0066963918  0.0160763393 -1.644046e-02
#> 119  0.0062576412  4.863206e-03 -0.0138041956  0.0020415524  2.514686e-02
#> 120 -0.0160953417  3.229446e-02  0.0262868257  0.0300403589 -6.740112e-03
#> 121 -0.0086762046 -2.570040e-02 -0.0016081379 -0.0110706240 -1.571316e-02
#> 122 -0.0182719391  2.165169e-02  0.0242430593 -0.0287116640  5.824093e-03
#> 123  0.0287045956  2.483978e-02 -0.0209301655 -0.0047793688 -7.925773e-03
#> 124 -0.0049158974  2.430528e-02 -0.0034307874 -0.0134533870  1.557229e-02
#> 125  0.0650864182  2.259839e-02  0.0035221735 -0.0781262823 -5.193753e-02
#> 126  0.0099866120  1.104625e-02  0.0138328278 -0.0411430104 -2.650522e-02
#> 127 -0.0063094595  7.716221e-03  0.0190134828  0.0510187893  8.460312e-02
#> 128  0.0084870828 -2.063676e-04 -0.0051220955  0.0156775327 -3.677641e-02
#> 129 -0.0048225079 -5.328817e-03  0.0037438247  0.0168542256  6.176945e-02
#> 130  0.0494241409 -5.016995e-03  0.0366688230 -0.0107818790 -1.464717e-02
#> 131 -0.0519903741  7.553099e-03 -0.0397517126 -0.0117281344  3.199781e-02
#> 132 -0.0325758535 -4.066632e-02  0.0649544917  0.0699513299 -6.702499e-02
#> 133  0.0027823562  1.239413e-05  0.0010737740  0.0311316346 -1.322078e-02
#> 134  0.0959239237 -2.374845e-02 -0.0023673548  0.0180517820  2.328746e-02
#> 135  0.0021257206  3.706665e-02  0.0460996174 -0.0122013730  2.069639e-02
#> 136  0.0432120849  1.689130e-02  0.0725762066 -0.0220806023  2.897808e-02
#> 137  0.0133799578  5.849568e-02 -0.0053509475  0.0135996368 -9.276657e-04
#> 138 -0.0049259443  3.253419e-02 -0.0168065481 -0.0455855838  1.042227e-02
#> 139 -0.0132095301  3.406487e-03 -0.0133505262  0.0202916804  8.746647e-04
#> 140  0.0258574644 -1.852873e-03 -0.0272679960 -0.0069936522 -2.414029e-02
#> 141  0.0026049677  3.457555e-02 -0.0313097145  0.0081739834  2.775751e-03
#> 142 -0.0150759861 -4.101412e-02  0.0072785668 -0.0037811733  1.380674e-02
#> 143  0.0343524084  4.730779e-02 -0.0446886451  0.0001455666 -8.956378e-03
#> 144  0.0123862337 -5.037360e-03 -0.0299154109 -0.0115324800 -5.973824e-03
#> 145  0.0056453160 -1.073224e-02 -0.0240281426 -0.0191190217 -5.270012e-02
#> 146 -0.0290161288  4.315779e-03 -0.0188923346  0.0750761124  1.015006e-01
#> 147 -0.0027238043  1.242717e-02  0.0012468134 -0.0012228880 -4.350760e-03
#> 148  0.0049392994 -2.297663e-03 -0.0072178906  0.0248191722 -3.545148e-02
#> 149 -0.0026398012  3.874679e-02 -0.0008614081  0.0068606710 -3.413344e-02
#> 150  0.0129856807 -1.544875e-02 -0.0029857895  0.0149728478 -2.431205e-02
#> 151  0.0083066704 -5.257997e-03 -0.0260926062  0.0066110546  7.320839e-03
#> 152 -0.0146597798  4.739449e-02  0.0058313830 -0.0087310929 -1.644971e-02
#> 153  0.0074181646 -5.015594e-02 -0.0791228024  0.0075370515 -7.423572e-02
#> 154 -0.0164102574 -1.915424e-02 -0.0033561121 -0.0064995912 -1.090387e-03
#> 155 -0.0169143060  3.323223e-02  0.0581423557 -0.0137363564 -2.528527e-02
#> 156  0.0506833911  2.832772e-02  0.0019007311  0.0037580368  2.719129e-02
#> 157 -0.0258780409  4.224370e-02  0.0611212459 -0.0166886843  5.302975e-02
#> 158  0.0026212536  1.805812e-02 -0.0078284951  0.0095688874 -4.268850e-03
#> 159 -0.0005429161 -2.684088e-03  0.0311529314 -0.0137171752 -5.841932e-02
#> 160 -0.0325537831 -5.964101e-03  0.0017093164  0.0715724321  3.254695e-02
#> 161 -0.0146781893  3.486150e-03  0.0199216496 -0.0095855303 -2.692094e-02
#> 162  0.0073993019  6.441808e-03  0.0016024631  0.0074646453  1.445523e-02
#> 163  0.0608708257 -1.015548e-02  0.0322761309  0.0134769195  4.620031e-02
#> 164  0.0410902179  1.959586e-02 -0.0133326053 -0.0054688854 -1.894608e-04
#> 165  0.0941544683 -1.817797e-02 -0.0489452740  0.0061165778  8.213630e-02
#> 166 -0.0065747127 -3.110349e-02 -0.0418905753  0.0092745717  7.232899e-03
#> 167 -0.0157104215  2.876683e-02  0.0312659123  0.0050563359  9.388120e-03
#> 168 -0.0683193007 -2.992592e-03 -0.0257767286 -0.0202564267 -2.427846e-02
#> 169  0.0251193351  1.480069e-02 -0.0229808972 -0.0433122139  4.491118e-03
#> 170  0.0037556031 -2.992686e-03 -0.0253492512 -0.0225388725  1.230468e-02
#> 171 -0.0228163100 -1.460283e-02 -0.0345337251  0.0435615990  4.901431e-02
#> 172 -0.0140205296 -4.281992e-02  0.0053952006 -0.0151290742  1.829828e-02
#> 173 -0.0050395744  5.456854e-02  0.0049341908  0.0391343308 -1.315414e-02
#> 174 -0.0625224953  2.826379e-02 -0.1007741195 -0.1302346929 -1.632116e-02
#> 175 -0.0011959017  3.219045e-02 -0.0010398506  0.0028627705  6.709535e-03
#> 176 -0.0040615309  1.788134e-02 -0.0016066654 -0.0095930034  1.674529e-02
#> 177  0.0107703053 -2.732899e-02 -0.0046804707  0.0032859925  5.447344e-03
#> 178  0.1581027467  4.264953e-02  0.0777713445 -0.0859661747  2.148068e-02
#> 179 -0.0219558039 -3.097301e-02 -0.0067427509  0.0080092001  1.295502e-02
#> 180 -0.0217733970 -1.666040e-02 -0.0122659390  0.0134893569 -4.285321e-03
#> 181  0.0363026073 -3.704163e-02 -0.0100009568  0.0239800519 -1.865768e-02
#> 182 -0.0152714308 -8.988947e-03 -0.0136316863 -0.0035156478 -9.488922e-03
#> 183  0.0150586987 -2.544437e-02 -0.0225821266 -0.0332381895  2.065000e-02
#> 184  0.0016206037  1.972972e-02  0.0121808582  0.0403602798 -4.764042e-02
#> 185  0.0060416304  4.716713e-03 -0.0164852093 -0.0243821564 -1.964390e-02
#> 186  0.0087571131  2.378284e-03 -0.0050215766 -0.0063591877  1.817908e-02
#> 187 -0.0047259906 -6.767991e-03  0.0249855552  0.0085626360 -2.687919e-03
#> 188 -0.0340840564 -6.452749e-03 -0.0802389467 -0.0041696881  1.319519e-03
#> 189 -0.0232969802  1.260465e-03  0.0215446046  0.0130507247  1.275492e-02
#> 190  0.0092929103  2.071648e-02 -0.0059290540  0.0443491562 -3.549310e-02
#> 191 -0.0212401674 -5.420706e-03 -0.0180739890  0.0370469823  5.037547e-02
#> 192 -0.0377022003  1.560321e-03 -0.0152766498 -0.0042991718  6.208643e-03
#> 193 -0.0113385002 -2.384915e-03  0.0329316839 -0.0056135444 -1.126212e-02
#> 194 -0.0138107371 -3.060362e-02 -0.0436088569  0.0116229819 -4.331703e-02
#> 195 -0.0182582445  1.767738e-02  0.0003515349 -0.0051379263  3.740910e-03
#> 196  0.0442165967  1.551080e-02  0.0058638053 -0.0024355084  7.696145e-03
#> 197 -0.0383635226 -4.183332e-03  0.0208661826  0.0205081883  2.039556e-02
#> 198  0.0659201264  1.699676e-02  0.0099668556 -0.0419592001 -1.705700e-02
#> 199 -0.0165438487  7.287562e-03 -0.0260255013 -0.0127475292  6.214988e-02
#> 200  0.0144432800  1.604531e-01 -0.0197961811  0.0831360477 -2.493995e-02
#> 201 -0.0285022618  4.431786e-02  0.0726307173 -0.0321792778  3.299126e-02
#> 202  0.0940421231 -2.314487e-02 -0.0067321553  0.0074532143  1.649485e-02
#> 203  0.0008624340 -9.927969e-03  0.0012094195  0.0133169110 -9.577462e-03
#> 204  0.0454831491 -3.383772e-03 -0.0038459547 -0.0133064279 -1.176698e-02
#> 205  0.0455688109  1.030163e-02  0.0721718157 -0.0193692007 -1.669270e-02
#> 206 -0.1006728703  4.250078e-02  0.0496823527 -0.0159294012  6.354018e-02
#> 207  0.0025502551  1.146665e-02  0.0105842325 -0.0014636022  2.754356e-02
#> 208  0.0569407952 -4.531556e-02 -0.1087962432 -0.0288156956 -9.573619e-03
#> 209 -0.0057378674  7.115692e-03 -0.0135475439  0.0109893536  5.334759e-02
#> 210 -0.0295197196  7.544779e-03 -0.0170329905  0.0079801461  7.534735e-02
#> 211 -0.0109190207 -8.619091e-05  0.0223489803 -0.0201573255  1.869190e-02
#> 212  0.0402983425  2.587733e-02 -0.0100786322 -0.0348214976 -6.997589e-03
#> 213  0.0023068550  4.260823e-02  0.0172329832 -0.0612611732  2.016915e-03
#> 214  0.0165470436  2.902301e-02  0.0175887735 -0.0180079572  2.284292e-02
#> 215 -0.0366067333  4.902237e-03 -0.0641262426 -0.0171654673 -1.297629e-03
#> 216 -0.0422468778 -1.354659e-02 -0.0873615881 -0.0100498237 -1.223833e-02
#> 217 -0.0098433894 -5.713261e-02  0.0126918185 -0.0204824099  2.956065e-03
#> 218 -0.0023405650  1.279611e-02  0.0297635888 -0.0432466659 -5.946796e-02
#> 219 -0.0449110406  2.966511e-02  0.0145911114 -0.0279257006 -1.522219e-02
#> 220 -0.0195771411 -1.473456e-02 -0.0056552448 -0.0064269826  6.913736e-03
#> 221  0.0013155275 -1.513256e-02  0.0067267784 -0.0128950606  6.546471e-03
#> 222  0.0921347700 -1.329573e-02 -0.0059918139 -0.0253197344 -1.924208e-02
#> 223 -0.0160913995 -1.270437e-02 -0.0099042481  0.0115515333 -3.508788e-02
#> 224 -0.0232103049 -3.865141e-03 -0.0084426546  0.0253823338 -1.719588e-02
#> 225 -0.0090347474 -4.096132e-02  0.0106098953 -0.0541865176  4.677366e-02
#> 226 -0.0341709060 -4.495701e-03  0.0202743918 -0.0058752961 -4.264703e-02
#> 227 -0.0083980806 -1.980140e-02 -0.0166893426  0.0279155335  1.022719e-02
#>     pca_factor_41 pca_factor_42 pca_factor_43 pca_factor_44 pca_factor_45
#> 1   -4.837619e-02  2.414571e-02 -2.415681e-02  0.0018000412  2.641129e-02
#> 2    3.231271e-02 -7.913444e-02  1.858623e-02 -0.0674151667  4.157492e-03
#> 3    6.477309e-03  1.346260e-02  1.125391e-03 -0.0011905971  7.412055e-03
#> 4    7.906684e-03  3.467140e-02 -2.440812e-05  0.0071020141  1.375466e-02
#> 5    4.381819e-02 -5.668840e-02  2.461044e-02  0.0167810039  2.312617e-02
#> 6    2.779520e-02 -5.851598e-02  3.580723e-03  0.0087549912  1.469869e-02
#> 7    4.620643e-02 -4.565789e-02  2.747816e-02  0.0078849430 -1.178307e-03
#> 8   -1.433254e-02 -2.996781e-03  8.204634e-04  0.0019377955 -1.304396e-02
#> 9   -4.826360e-04 -2.802485e-03  5.631244e-04  0.0039261672 -1.697425e-02
#> 10   2.708922e-02  4.024836e-02  4.003740e-03 -0.0121785790  1.505200e-04
#> 11   5.454995e-02 -1.607470e-02 -5.066178e-02  0.0649087279 -2.206113e-02
#> 12   1.859994e-02 -1.176641e-02 -4.107821e-02 -0.0306407263  2.256814e-02
#> 13   1.577885e-02  4.819329e-02  7.166816e-02  0.0002544553  1.366549e-02
#> 14   1.064109e-02 -3.286124e-02  6.085442e-03  0.0138744016  6.236667e-03
#> 15   3.564064e-02 -8.102563e-03 -1.795915e-02 -0.0281217068  1.353430e-02
#> 16   4.557426e-02  1.319428e-02 -2.228689e-03 -0.0220112767  2.974774e-02
#> 17   8.580087e-04  3.922460e-03 -6.226425e-03 -0.0102735466  5.093627e-03
#> 18  -6.834364e-03  2.431418e-02 -2.543366e-02 -0.0077474039  6.974898e-03
#> 19   2.341787e-02 -7.535978e-02  7.882713e-04 -0.0163277063  2.799543e-02
#> 20   5.481255e-03 -4.677357e-02  1.317824e-02 -0.0355821625  8.008228e-03
#> 21  -1.653966e-02  2.389681e-02  2.011259e-02  0.0304508607 -2.279191e-02
#> 22   1.430063e-02 -5.165419e-02  6.792577e-02 -0.0363868938 -1.070835e-02
#> 23   6.028065e-02 -3.288200e-03 -2.288685e-04  0.0528763581  4.139325e-03
#> 24   2.870809e-03  6.501103e-03 -2.424795e-02 -0.0101290629  1.450859e-02
#> 25   1.810793e-02  1.971035e-02  1.895862e-03 -0.0136429363  2.442273e-02
#> 26   2.597885e-02  1.116003e-02  5.659392e-03 -0.0021555999 -9.539456e-03
#> 27   3.062601e-03  2.958047e-03 -1.101227e-02 -0.0164305943  1.917372e-02
#> 28  -2.720612e-02 -2.107504e-02  2.270150e-02 -0.0166206136 -2.018494e-02
#> 29  -1.450116e-03 -4.257103e-02 -4.966461e-02  0.0239231413 -2.829801e-02
#> 30   1.360716e-02  1.673798e-02  8.143353e-03 -0.0243532242  1.863069e-03
#> 31   3.521778e-02 -2.098337e-02  1.808424e-02  0.0188987693 -2.501172e-03
#> 32   4.582302e-02  3.839210e-03 -1.191801e-02 -0.0234869740  2.750713e-02
#> 33  -2.024962e-02 -1.814027e-02  1.423106e-02 -0.0142217745 -2.547542e-03
#> 34   6.220952e-03  4.845498e-02  3.067339e-02  0.0032497307 -4.121229e-02
#> 35   1.554106e-02 -6.326036e-03  3.393483e-02  0.0241510552 -1.360509e-02
#> 36   2.705229e-02  1.579269e-02 -2.679946e-02  0.0037636201 -2.423587e-02
#> 37   2.626987e-02  5.716712e-03 -2.995909e-02  0.0180347924  3.849833e-02
#> 38   2.265810e-02  7.575209e-03 -4.186765e-02 -0.0110068487  2.613619e-03
#> 39  -4.663806e-03 -9.465699e-03  1.315059e-02  0.0291682216 -5.922540e-03
#> 40   2.529229e-02  2.580254e-02  2.488163e-02 -0.0107925491  1.653001e-02
#> 41   2.790583e-02  1.170851e-02  2.752416e-02  0.0327604030 -3.387504e-02
#> 42  -1.852697e-02 -4.830784e-03  2.586631e-02  0.0117336221 -7.618133e-03
#> 43  -2.291226e-02 -2.219632e-02  6.057890e-02  0.0137100032 -9.863956e-03
#> 44  -1.202300e-03 -5.382836e-03  5.816283e-03  0.0038409513 -2.215366e-02
#> 45   1.735517e-02  1.157740e-02  2.013807e-02  0.0369334073  4.630149e-03
#> 46   1.036377e-02  5.889190e-03 -1.054550e-02 -0.0022720777  1.084640e-02
#> 47   2.342309e-02 -1.495950e-02 -3.480522e-02 -0.0067744925  2.297371e-03
#> 48  -2.187193e-02 -2.710204e-02 -7.590591e-03  0.0058169947  1.170777e-02
#> 49  -8.371617e-03 -3.804179e-03  9.755220e-03  0.0128458964  5.329745e-03
#> 50   7.243748e-03  1.604239e-02 -3.265032e-02  0.0024603369 -1.759218e-02
#> 51   1.735304e-02 -1.465699e-02 -5.262344e-04  0.0141676188  8.342838e-04
#> 52  -6.012294e-03  2.067518e-02 -2.533521e-02 -0.0244841499  1.842109e-02
#> 53  -2.636197e-03  8.094680e-03  1.512372e-04 -0.0086400828  9.921826e-03
#> 54   1.382249e-02 -1.421424e-02  2.140402e-02 -0.0088624812  3.934318e-02
#> 55  -2.522019e-02 -1.347753e-02  4.666010e-03 -0.0029857762  1.493759e-04
#> 56   2.106970e-02 -4.113549e-02  3.141209e-02  0.0203423760 -6.204031e-02
#> 57   3.515871e-05  4.324720e-03  1.453257e-03  0.0061846653  2.729816e-03
#> 58  -2.127314e-02 -2.549938e-02  1.922534e-02 -0.0004141126  1.213302e-02
#> 59  -4.665268e-02 -2.323214e-03  9.962425e-03 -0.0047651882 -6.525506e-04
#> 60  -2.553331e-02 -3.120350e-02 -1.734871e-02  0.0048660337 -1.566882e-02
#> 61   4.037081e-02 -1.327141e-03  3.809784e-02  0.0537751293 -1.734667e-02
#> 62   1.639341e-02  1.062148e-01 -6.690724e-03 -0.0263322841 -8.765146e-02
#> 63  -3.545852e-02  3.872569e-02  1.687532e-02  0.0723932601  4.320913e-02
#> 64  -4.249552e-02 -2.381165e-02 -3.645042e-02 -0.0670990826 -2.386330e-02
#> 65   6.890671e-03  9.126422e-03  2.402341e-02  0.0351546884 -8.129410e-03
#> 66   6.278686e-03  1.132303e-02 -4.859553e-03 -0.0007732676 -1.751117e-02
#> 67   2.416667e-02  2.238718e-02 -1.345727e-03  0.0177938313  2.264388e-02
#> 68  -2.250674e-02  9.269332e-03 -1.700068e-02  0.0115120037  6.826969e-03
#> 69   1.202447e-02  1.156969e-02  6.072930e-02  0.0165994581  1.447348e-02
#> 70  -3.440084e-02 -4.393391e-02  4.708410e-03 -0.0345491967 -4.376632e-03
#> 71   3.503431e-02 -4.801349e-02 -4.474666e-03 -0.0346282408 -4.327945e-02
#> 72   7.947267e-03  7.310657e-03  3.826957e-02 -0.0050347857  3.021129e-02
#> 73  -1.276429e-02 -1.431817e-02 -2.089155e-03  0.0710880213  4.896654e-02
#> 74   1.691358e-02 -1.726523e-02  1.528897e-02  0.0007507176  2.347867e-02
#> 75  -4.342424e-02 -2.676383e-03 -1.684301e-02  0.0232847379  1.141779e-02
#> 76   1.189060e-02  1.583477e-02  2.024429e-03 -0.0148982293  6.779303e-03
#> 77  -8.318158e-03 -2.535402e-02 -2.624010e-02 -0.0067301753  2.081805e-02
#> 78   9.607580e-03 -1.082093e-02  2.410732e-02 -0.0024057007  1.142895e-02
#> 79  -2.296310e-02 -2.977522e-03  3.462294e-03 -0.0049637635 -5.482919e-03
#> 80   5.180692e-02  8.012878e-02 -2.868119e-02  0.0303892887  4.998163e-02
#> 81   2.470707e-03  4.477436e-02  2.681425e-02  0.0217374659 -1.382730e-02
#> 82   1.903656e-02 -1.880189e-02 -1.223367e-01 -0.0024082572 -2.816866e-02
#> 83   9.107378e-03 -4.341726e-03 -4.493412e-03 -0.0201399635 -4.623160e-03
#> 84  -7.438273e-03 -1.637976e-03 -2.034700e-02 -0.0076287299  1.704577e-02
#> 85  -5.065869e-02 -1.745190e-02 -9.198202e-03  0.0010030811 -2.399339e-02
#> 86  -2.630813e-02 -2.659376e-02 -1.085551e-02 -0.0035181523 -3.808767e-03
#> 87  -2.940540e-03 -1.406141e-02  1.950839e-02  0.0183976265  5.773112e-03
#> 88  -4.604535e-02 -1.598528e-02 -8.548712e-03  0.0220883879  1.084926e-02
#> 89  -3.518212e-02 -2.342442e-02  2.190384e-02 -0.0160121439  8.987196e-05
#> 90  -6.855580e-02  1.856950e-02 -1.436894e-02 -0.0714637762  1.404574e-02
#> 91   2.780309e-02 -4.948629e-03  1.932584e-02  0.0087081191  4.551159e-03
#> 92   4.630495e-03  1.081152e-02  2.102912e-02  0.0258096283  1.404950e-03
#> 93  -8.398098e-02 -6.709315e-02  3.745321e-03  0.0623461651 -6.674301e-02
#> 94  -5.845050e-03  1.540654e-03 -3.366097e-03  0.0261105122 -4.146336e-02
#> 95  -3.745222e-03  2.346220e-02  2.122387e-02 -0.0101575760 -5.214565e-03
#> 96  -1.436305e-03  3.342546e-02  8.912250e-03  0.0260161817 -1.937281e-02
#> 97  -9.999863e-03  2.468455e-02 -2.390437e-02 -0.0484913341  7.826020e-03
#> 98   1.488878e-02 -3.730735e-02  6.832628e-03  0.0141377316  1.397926e-02
#> 99   2.028020e-02  8.207170e-03  4.586880e-02  0.0125298564 -6.206738e-02
#> 100  7.512765e-03 -2.547372e-05 -1.191093e-02 -0.0025048074 -7.272142e-03
#> 101  1.206823e-01 -1.588549e-02 -6.465990e-02  0.0659234580  8.416921e-04
#> 102 -2.120281e-02  4.693020e-02 -1.706062e-02  0.0190540242 -3.322376e-03
#> 103  2.071587e-02  1.498768e-02  6.319959e-03  0.0204270526 -2.037786e-02
#> 104  1.113505e-02  3.526224e-02  5.242084e-03 -0.0183940046 -3.218794e-02
#> 105 -1.162805e-02  2.076812e-02 -4.071362e-02 -0.0425681633  1.511524e-03
#> 106  3.977232e-02 -1.545442e-02  2.653753e-02  0.0194096458 -4.420988e-03
#> 107  3.634413e-02  2.235980e-02 -2.948062e-02 -0.0114699793 -1.163239e-02
#> 108  1.792626e-02  5.202972e-03 -2.107229e-03  0.0277122572  2.393711e-02
#> 109  9.712618e-03 -2.147885e-02 -1.292468e-02 -0.0127042193  2.629438e-02
#> 110  6.567442e-03 -3.915032e-02 -6.228509e-03  0.0093347334 -2.655977e-02
#> 111  2.613172e-02 -5.401304e-02  1.141168e-02  0.0070138360 -6.884203e-03
#> 112 -6.893986e-02 -3.504050e-02 -4.319067e-02 -0.0369116157 -3.867588e-02
#> 113  3.439671e-02  1.082550e-02  2.772941e-02  0.0156633729  1.025314e-02
#> 114  1.433653e-02  8.530223e-02 -1.967944e-02 -0.0050100379 -4.443319e-02
#> 115  1.313869e-02 -9.200961e-03  1.316985e-02  0.0053381586 -4.089082e-02
#> 116 -3.650336e-03  2.798720e-02  5.778143e-02  0.0095521030  1.223835e-02
#> 117  3.083985e-02  1.798881e-02  1.201743e-03 -0.0039178128  2.275542e-02
#> 118 -4.377261e-03 -1.277935e-02  1.483602e-02  0.0100483732  4.848636e-03
#> 119  3.012525e-03  2.420180e-02  9.921830e-03 -0.0366179375 -4.524290e-02
#> 120 -1.120124e-03 -1.521592e-02 -2.019810e-02  0.0010912632 -2.040236e-02
#> 121 -3.903269e-03  1.770570e-03  3.982775e-03 -0.0047075452  3.232751e-03
#> 122 -1.652229e-02 -2.427071e-03 -5.425267e-03  0.0149739425  2.111168e-02
#> 123 -1.243487e-02  1.344809e-03  1.965683e-02  0.0124368778  1.482286e-03
#> 124  2.287743e-02 -6.213176e-03  1.738814e-02  0.0089280896 -1.972436e-04
#> 125 -6.902218e-03  6.921073e-04 -3.269828e-02 -0.0176254165  2.849530e-02
#> 126 -2.310961e-02 -3.141315e-03 -3.792945e-02  0.0274455842  4.192097e-02
#> 127 -2.839643e-02  7.784533e-02 -4.314021e-03 -0.0033901186  2.428647e-02
#> 128  2.076602e-02  3.428930e-02 -1.161683e-02 -0.0311467917  2.724801e-03
#> 129 -3.276044e-02 -2.337410e-02 -7.670012e-03 -0.0064174830  3.931600e-02
#> 130 -3.428519e-02 -2.118342e-02 -1.148597e-02 -0.0151579135 -7.255002e-02
#> 131 -2.922268e-02  1.600385e-02  1.142977e-02  0.0009641864 -2.345379e-02
#> 132 -1.238204e-01 -3.311226e-02  1.896136e-02 -0.0279579687 -1.497820e-02
#> 133 -1.159834e-02 -2.918621e-03 -1.857602e-02 -0.0169466649  8.430335e-03
#> 134 -7.791470e-04  4.741236e-03 -7.105418e-03  0.0053294752  6.557848e-03
#> 135  2.600654e-02 -1.831524e-02  3.029069e-02 -0.0286992130 -1.324889e-02
#> 136  1.889945e-02 -4.142672e-02 -1.825627e-02 -0.0484424435 -2.564125e-02
#> 137 -1.784785e-02 -1.850832e-02  1.333546e-02  0.0262726010 -1.504262e-02
#> 138  1.045975e-02 -5.958558e-04  6.464470e-02  0.0296508297  8.479360e-03
#> 139  5.679780e-02  2.352000e-02 -3.498174e-02 -0.0189554135  2.474240e-02
#> 140 -2.649825e-02  2.581989e-02  3.467228e-02 -0.0291871736  3.200974e-02
#> 141 -1.163202e-02 -1.496462e-02  5.260576e-02 -0.0109719779  2.300621e-02
#> 142  2.743303e-02  9.654864e-03 -2.491816e-02  0.0053375951  1.032878e-04
#> 143 -6.317746e-03 -3.076285e-03  1.522868e-03  0.0145917628 -2.875208e-04
#> 144  1.946749e-02  2.519999e-03 -6.579310e-03 -0.0058932392  1.864483e-02
#> 145  2.845988e-02 -3.514709e-02  7.729831e-03 -0.0336468983 -1.836488e-02
#> 146 -4.439821e-02  3.534610e-02  9.060492e-03 -0.0270650757 -4.296799e-03
#> 147  5.847699e-03 -5.633914e-03  6.588458e-03  0.0046180102  1.361619e-03
#> 148 -1.319561e-02  1.428487e-02 -2.027970e-02 -0.0060069619  2.520205e-03
#> 149  2.034083e-02  4.608680e-02  8.868878e-02 -0.0343554338  5.985191e-02
#> 150 -1.963105e-02 -1.674848e-03 -3.106075e-02 -0.0047281616 -1.228931e-02
#> 151  2.529499e-02  1.947008e-02 -3.197591e-02  0.0023267937  1.224608e-02
#> 152 -1.250773e-02  2.096566e-02  9.312553e-02 -0.0195651771  5.119091e-02
#> 153 -3.065415e-02  7.113713e-02 -2.154892e-02  0.0283316952 -7.026938e-02
#> 154 -2.483663e-02 -1.638063e-02 -5.196420e-03  0.0156732862  1.978713e-02
#> 155 -9.196629e-03  3.690969e-02 -2.179620e-02  0.0514699959  5.444763e-02
#> 156  9.830911e-02  1.117174e-02  1.556317e-02 -0.0270247034 -1.209588e-02
#> 157 -2.330028e-02 -1.723734e-02  2.146309e-02  0.0093818451  2.751518e-02
#> 158 -1.058614e-02 -6.426691e-03 -1.089795e-02  0.0001688830  7.337807e-04
#> 159  1.132483e-02 -1.908188e-02  2.338348e-02  0.0266127800 -4.923638e-02
#> 160  2.441544e-02  3.252506e-02  2.639340e-02  0.0121311891  1.232782e-02
#> 161  5.064254e-02  1.752269e-03 -2.951915e-02 -0.0140445523 -3.801506e-03
#> 162  1.462734e-03  6.459465e-03  3.730679e-03 -0.0205829701  8.357768e-03
#> 163 -4.428643e-02  2.105525e-02 -2.501791e-02  0.0660406107  4.988043e-02
#> 164  2.709524e-02 -1.462114e-02  2.268490e-02  0.0005614723  1.216783e-02
#> 165 -5.163562e-02  4.548924e-02 -1.772495e-02 -0.0475152541  2.601954e-02
#> 166 -6.743471e-02 -2.095011e-02  1.125289e-02  0.0603685750 -1.498051e-02
#> 167  5.781743e-02  1.431127e-02 -2.890481e-02 -0.0234151258 -2.231108e-02
#> 168 -2.752087e-03 -3.427444e-02 -4.228682e-03  0.0004246518  1.879789e-02
#> 169 -4.779853e-02 -2.862377e-02  4.826635e-02  0.0273652446 -3.100502e-02
#> 170 -4.414279e-02 -2.501995e-02  1.911482e-02 -0.0018539344 -8.908376e-04
#> 171  6.833026e-03 -1.314243e-03  1.575460e-02 -0.0038237859  3.009420e-03
#> 172  3.460247e-02  1.883755e-02 -3.275426e-03 -0.0154212405  2.200177e-02
#> 173  8.873212e-04 -1.716434e-02 -2.052189e-02  0.0071385997 -1.582965e-02
#> 174 -4.413330e-02 -7.134009e-02 -6.011035e-02 -0.0315357756  9.246940e-02
#> 175  6.258335e-03 -1.151327e-02  6.118754e-03 -0.0052093832 -3.580232e-03
#> 176  2.168686e-02 -5.485102e-03  1.177425e-02  0.0029861208  5.201147e-04
#> 177  6.591275e-04  1.817697e-04 -4.148931e-02 -0.0091997718 -4.080688e-02
#> 178 -8.987721e-02  1.022969e-01 -5.118911e-02 -0.0066567498 -9.910641e-03
#> 179 -5.949119e-02 -2.688121e-02 -9.412631e-03  0.0464684046  1.738219e-03
#> 180  2.628869e-02 -6.158123e-03 -8.047883e-02 -0.0369358773  4.270516e-03
#> 181 -1.674510e-02 -2.047033e-02  4.064702e-04  0.0175977221  5.894396e-03
#> 182 -1.057791e-02 -3.772374e-03 -2.107268e-03 -0.0033148822  1.897033e-02
#> 183 -1.479215e-02  2.927943e-03  1.178617e-02  0.0020399934  8.654877e-03
#> 184 -3.645584e-02  3.566019e-02  1.058128e-01 -0.0626564082  3.860563e-02
#> 185 -2.159685e-02 -6.020840e-03 -8.325140e-03  0.0026852903  4.260087e-02
#> 186  2.697896e-03  1.416682e-02  1.204760e-03 -0.0223041699 -5.247879e-02
#> 187  2.435062e-02 -4.512862e-03 -6.426213e-03 -0.0447487627  1.898542e-02
#> 188  1.942299e-03  3.368348e-03 -4.779979e-04 -0.0247883824  1.108126e-02
#> 189  5.731740e-03  1.558877e-02  1.150078e-02  0.0080986475 -2.073565e-02
#> 190 -3.165276e-03  1.845395e-02 -2.066016e-02 -0.0148290338  4.376341e-03
#> 191 -2.635874e-03  1.253214e-02  1.047681e-02 -0.0072620125  1.461665e-03
#> 192 -1.939524e-03 -2.468748e-02  2.737016e-02 -0.0374379659  4.106000e-02
#> 193  2.633480e-02 -1.316736e-02 -2.792759e-02 -0.0125856828 -1.135087e-03
#> 194 -4.529260e-02  2.132816e-02 -1.057080e-02  0.0739748442  1.599740e-02
#> 195 -2.700981e-03  9.933261e-03 -1.180623e-02  0.0022824653  3.054383e-02
#> 196  2.472995e-02  1.234248e-02  2.064644e-02  0.0314500509 -8.685220e-03
#> 197  4.551732e-02 -5.553136e-03 -6.528625e-02  0.0002657430 -1.615717e-03
#> 198 -8.840499e-05  4.616376e-02  2.537188e-02  0.0223778434 -6.017687e-02
#> 199 -3.515991e-03 -3.976756e-02 -4.275968e-02  0.0378778657 -2.506229e-02
#> 200 -5.430257e-03 -4.356650e-02 -4.434221e-02  0.0281119357 -3.088438e-02
#> 201 -3.763022e-02  2.144913e-02 -3.061411e-02  0.0393288094  5.316726e-02
#> 202 -7.370871e-04  2.962981e-03 -1.250184e-02  0.0003507717  7.867224e-03
#> 203 -4.678315e-02 -1.273328e-02 -6.407154e-03 -0.0029652386 -6.537262e-03
#> 204 -1.277716e-03  3.622176e-02  1.044838e-02 -0.0128873856 -4.279227e-02
#> 205 -1.002440e-02 -5.090111e-02  9.453237e-04  0.0471596629  3.601962e-02
#> 206 -5.540433e-02  5.166318e-02 -5.775665e-03  0.0077537795 -2.815769e-02
#> 207  1.670043e-03 -2.110365e-03 -1.278909e-02 -0.0176691161  1.633244e-02
#> 208  1.239533e-02 -1.146967e-01 -2.680578e-03 -0.0419526593 -2.757141e-02
#> 209 -3.580392e-02  4.400272e-02 -2.518160e-02 -0.0283924167  1.812654e-02
#> 210 -1.930734e-02  3.506464e-02 -1.165442e-02 -0.0188844590 -3.988859e-02
#> 211 -3.241762e-02 -2.485736e-02  5.731579e-03 -0.0069341064 -1.957736e-03
#> 212  1.155578e-02  1.473872e-02  6.931951e-02 -0.0605556209 -4.087175e-02
#> 213 -1.407278e-02  3.731018e-02 -2.460700e-02 -0.0470604851 -1.006256e-02
#> 214  2.168104e-02 -2.405448e-03  3.967557e-03  0.0078835585 -5.012166e-02
#> 215 -7.467413e-03  8.193672e-03  4.454637e-03 -0.0277579793 -1.474724e-04
#> 216 -8.683857e-03  1.152809e-02 -4.209627e-03 -0.0460102669 -1.428952e-02
#> 217  2.242005e-02  2.490093e-02  8.111282e-03 -0.0210513406  1.933211e-02
#> 218 -6.608912e-04 -6.206446e-03 -7.124000e-04  0.0076078471 -8.469849e-03
#> 219  1.135232e-02  1.443983e-02  1.028849e-05 -0.0215568005 -3.207265e-02
#> 220 -3.124880e-02 -2.064007e-02 -9.086704e-04  0.0093659711  9.922140e-03
#> 221 -4.290578e-02 -2.564928e-02 -5.992675e-03  0.0149276246 -1.399507e-02
#> 222  6.323325e-03 -1.367976e-02 -1.861469e-02  0.0028590271  1.169327e-02
#> 223 -2.083599e-02  2.274736e-02 -1.987439e-02  0.0629844896  1.433224e-02
#> 224  2.058245e-02  4.199971e-02 -4.560950e-02  0.0070078978  2.963156e-02
#> 225  4.763595e-02  1.257330e-02  2.288975e-02  0.0215460194 -1.681026e-03
#> 226  1.569579e-02 -2.703547e-02  1.270609e-02  0.0177292091 -2.672847e-02
#> 227  5.499859e-03 -3.850388e-02  6.442586e-03 -0.0259248291  2.465029e-02
#>     pca_factor_46 pca_factor_47 pca_factor_48 pca_factor_49 pca_factor_50
#> 1    0.0066667621  2.039159e-02 -0.0126648360  7.547133e-03  0.0230346610
#> 2   -0.0258652609  1.547351e-02  0.0060081161 -6.278656e-02 -0.0142803969
#> 3   -0.0077676443  7.372088e-03  0.0041095629 -1.827965e-02  0.0029427580
#> 4   -0.0017438202 -3.103986e-02  0.0129643983 -4.081321e-02  0.0103621338
#> 5   -0.0077050357 -4.512922e-02 -0.0042862536 -1.524722e-02 -0.0158419103
#> 6   -0.0308654745  1.132289e-03 -0.0129564545  2.560274e-02 -0.0186644753
#> 7   -0.0063676009 -1.482533e-02  0.0074299153 -1.738723e-02 -0.0084627806
#> 8    0.0248325679 -1.946737e-02  0.0178094083  3.176529e-03 -0.0207506579
#> 9    0.0139883888 -4.714294e-04 -0.0160828377 -9.669147e-03 -0.0154606930
#> 10   0.0162231353 -5.697349e-03 -0.0223021758  2.004794e-02 -0.0324048963
#> 11  -0.0291223519  1.248734e-02  0.0451043140 -2.404964e-02 -0.0266221250
#> 12   0.0515031657  2.925423e-02 -0.0038576641 -3.656395e-02  0.0561400895
#> 13  -0.0062694646  5.878507e-03 -0.0094034550 -2.662960e-04 -0.0071464962
#> 14  -0.0029322238 -2.180120e-03 -0.0178235202  1.539564e-02 -0.0169494773
#> 15   0.0027517295  3.238101e-03 -0.0096527845 -5.132026e-03  0.0031749905
#> 16   0.0262286083 -3.743164e-03  0.0519043403  1.406415e-02  0.0133614225
#> 17   0.0025003823 -3.413739e-03  0.0091847201 -1.839027e-02 -0.0236539754
#> 18   0.0144431362 -1.586971e-03  0.0070945851  7.662460e-03 -0.0001458896
#> 19  -0.0091208273 -1.380151e-02 -0.0155618475 -4.571393e-03 -0.0033086638
#> 20  -0.0073536487 -8.269898e-03 -0.0264662513  9.480691e-03 -0.0006818331
#> 21   0.0028705956  2.217193e-02  0.0137133616  2.094990e-02 -0.0233915816
#> 22   0.0308771883 -1.628382e-02 -0.0003751963  8.354422e-03 -0.0285087328
#> 23   0.0128454825 -4.895278e-02  0.0200705052  1.929084e-02 -0.0010745789
#> 24   0.0271555020  1.705977e-02  0.0059411395 -1.761459e-02 -0.0214714481
#> 25   0.0209111779  1.690924e-02 -0.0203176051 -5.073078e-04  0.0057001675
#> 26   0.0193039779  5.886798e-04 -0.0298589922  3.091555e-03  0.0096502216
#> 27   0.0198275523  1.731825e-03  0.0169394499 -1.147789e-02  0.0058577251
#> 28  -0.0351754524 -4.852369e-02  0.0449718609 -3.697720e-02  0.0036088541
#> 29  -0.0027743110 -1.404931e-02  0.0168286678  1.985520e-02 -0.0064765915
#> 30   0.0222866784 -2.553511e-02  0.0345016148  2.827221e-02 -0.0228897894
#> 31   0.0067206363 -2.290866e-03  0.0192725753 -2.650540e-02 -0.0091428505
#> 32   0.0039082718  3.514614e-03 -0.0005906077 -1.550724e-02  0.0050034768
#> 33   0.0087640933 -2.152366e-02  0.0267069739  2.686083e-03 -0.0106601966
#> 34  -0.0091490613 -4.827396e-02 -0.0152642433 -2.042056e-02 -0.0007149118
#> 35  -0.0063921633  1.262858e-03 -0.0097551590  3.043590e-02 -0.0385442501
#> 36  -0.0121809637  1.581369e-02 -0.0583627686 -9.500619e-03  0.0250913168
#> 37  -0.0124239291 -9.324171e-03  0.0104450017 -2.238559e-02  0.0005870594
#> 38  -0.0700638619  9.142760e-03  0.0088172220 -5.618845e-03 -0.0128465373
#> 39  -0.0175054519  2.138623e-02 -0.0367273326  2.925738e-03  0.0049213175
#> 40   0.0329095251  7.408917e-03 -0.0057694239 -2.839040e-02 -0.0267246332
#> 41  -0.0449746045 -1.985041e-02 -0.0110838636  8.268580e-03 -0.0272777776
#> 42   0.0074275859  8.078357e-03 -0.0247935799 -1.682894e-02  0.0045493236
#> 43  -0.0091624849 -1.396701e-02 -0.0442682072  6.122118e-02  0.0859955268
#> 44   0.0096728820 -8.362192e-03 -0.0150821997 -2.988165e-03 -0.0105216786
#> 45  -0.0409385226  6.796584e-03  0.0112346724 -1.045319e-02 -0.0052141662
#> 46   0.0125542077  8.712072e-03  0.0104954186 -1.768367e-02 -0.0082970335
#> 47  -0.0059318824  6.781251e-03  0.0070370101 -1.005784e-02  0.0276880500
#> 48  -0.0108097622  2.009810e-02 -0.0019174517  1.367727e-02  0.0108327958
#> 49  -0.0784104791  2.123221e-02 -0.0276745654  4.281036e-02  0.0031275015
#> 50  -0.0056087321  4.222072e-02 -0.0367065635 -2.952003e-02  0.0015335203
#> 51   0.0047789554  1.699003e-03  0.0028878733 -8.178546e-03 -0.0001920039
#> 52   0.0387943683  3.606471e-02 -0.0085972555 -6.063193e-02 -0.0624665748
#> 53   0.0024619669 -1.365762e-03  0.0091289400 -2.665749e-02  0.0054603221
#> 54   0.0539658852 -5.308473e-03  0.0274912720 -4.717037e-03  0.0132435626
#> 55  -0.0146725280 -9.757813e-03  0.0169904071 -1.632342e-02  0.0088104633
#> 56   0.0282782521  9.278053e-02  0.0651526119 -1.768916e-02  0.0703205394
#> 57   0.0123200857 -8.656160e-03  0.0103109393  4.437276e-03 -0.0070401285
#> 58   0.0077866455  1.882261e-02 -0.0082627705  1.227919e-02 -0.0011345815
#> 59   0.0029701529  2.155094e-02 -0.0125065716  1.623658e-02 -0.0080093045
#> 60   0.0025058416 -1.924036e-02  0.0283319201  1.287335e-03 -0.0035523202
#> 61  -0.0239224090  1.304534e-02 -0.0380633373  6.598192e-03  0.0384462348
#> 62  -0.0066598301 -5.147652e-02  0.0040303575  1.325255e-02  0.0081039994
#> 63   0.0018414397  2.350038e-02 -0.0098499429 -1.778340e-02  0.0068049787
#> 64  -0.0284926357 -2.526244e-02 -0.0061381144  3.235178e-02  0.0165717774
#> 65   0.0266698116  4.824053e-03  0.0041106830 -4.380571e-02 -0.0291896040
#> 66  -0.0026595891  1.132440e-02  0.0225991760  2.844003e-02  0.0098231789
#> 67  -0.0192590914 -6.517156e-02 -0.0201122725 -1.784254e-02 -0.0137498203
#> 68   0.0531141282 -5.818102e-03 -0.0074504806  8.238005e-03  0.0056133609
#> 69   0.0356936520  2.104556e-02 -0.0252603503  7.328354e-03  0.0091954550
#> 70  -0.0168051467 -7.307406e-03  0.0184075687  8.608435e-03 -0.0102364817
#> 71   0.0193631023  3.092933e-02  0.0132065512  1.116104e-02  0.0249951316
#> 72   0.1187819944 -4.215955e-02  0.0524001139  5.722334e-02  0.0035343065
#> 73  -0.0125813818  1.282989e-02  0.0059827757  1.015596e-02 -0.0191369364
#> 74  -0.0094680585 -4.035074e-02 -0.0084750231 -4.631762e-04 -0.0262002016
#> 75  -0.0018309917  9.443279e-03  0.0411944852 -2.717361e-02 -0.0231319223
#> 76   0.0034697976 -1.453131e-03 -0.0009413298 -5.280143e-03  0.0024280501
#> 77   0.0036003734  3.886107e-03 -0.0171433548  2.685848e-04  0.0006596408
#> 78   0.0069051926  1.923870e-02  0.0117674638  1.526193e-03  0.0001928676
#> 79  -0.0032245112  1.963789e-02 -0.0056409022  9.060912e-03 -0.0002798420
#> 80   0.0262302125  6.203983e-02  0.0294832834  4.024844e-02 -0.0151781616
#> 81  -0.0049019975 -1.776071e-02  0.0160496267 -2.751586e-02  0.0037950489
#> 82   0.0606268059 -3.734761e-02  0.0463272370  1.826620e-02 -0.0182027660
#> 83   0.0136290861 -2.722659e-02  0.0097243215 -4.241306e-02  0.0225874570
#> 84   0.0139560018  8.095253e-03  0.0190838329 -1.147671e-02 -0.0039473743
#> 85  -0.0196167595  1.042133e-02 -0.0205972503 -3.161937e-02 -0.0173803474
#> 86   0.0156007107 -1.963644e-02  0.0301074475  1.618866e-03 -0.0030187500
#> 87  -0.0032241115 -7.094913e-03  0.0012747093  8.895103e-03 -0.0254067187
#> 88  -0.0139910360 -1.095653e-02  0.0423270974 -1.490869e-03 -0.0001770697
#> 89  -0.0006324478 -4.523662e-04  0.0121214735 -1.737669e-02 -0.0160896134
#> 90  -0.0319909025  2.410024e-02 -0.0167810599 -4.078348e-02 -0.0192909928
#> 91  -0.0190775787 -1.647199e-02 -0.0011391791  5.145881e-02  0.0501040715
#> 92  -0.0390115020 -7.470764e-03  0.0167759872  1.430141e-02 -0.0368785511
#> 93   0.0811866056 -4.460719e-02 -0.0150499376 -4.359230e-02  0.0396413850
#> 94  -0.0218388507 -7.084318e-03 -0.0700448066  8.155579e-04  0.0042185765
#> 95   0.0029912269 -1.628939e-02 -0.0132980606 -2.752267e-02 -0.0074651142
#> 96   0.0129950177  9.304928e-03 -0.0196213122 -3.404771e-02 -0.0193467104
#> 97   0.0060696146 -2.184924e-02 -0.0157937290 -1.183920e-02  0.0188091734
#> 98  -0.0043970743  4.785250e-03 -0.0112528484  8.544528e-03 -0.0026673285
#> 99   0.0027764508  4.652777e-02  0.0475424624 -2.239510e-02  0.0102251111
#> 100 -0.0026951412  1.490869e-02  0.0074877414  3.436345e-02 -0.0090792948
#> 101 -0.0708778295 -1.095019e-02  0.0640493507  3.858874e-02 -0.0106086500
#> 102 -0.0062116893 -2.272676e-02 -0.0060417888 -4.956007e-03  0.0021133571
#> 103 -0.0260790893 -1.598118e-02  0.0135011527 -7.426283e-04 -0.0110891532
#> 104  0.0104143698 -4.782509e-04  0.0190910557 -4.326031e-02  0.0201994026
#> 105  0.0295247683 -5.313977e-03  0.0108511374  9.753703e-03 -0.0156493350
#> 106  0.0031316599 -1.820712e-02  0.0151674893 -2.671903e-02 -0.0056991973
#> 107 -0.0125804752  2.760872e-02 -0.0541192428 -1.631798e-02  0.0149058334
#> 108  0.0010586833  1.015029e-02  0.0194872271 -2.314295e-02  0.0087007236
#> 109 -0.0035373456 -5.707975e-02 -0.0266352073  8.822924e-03  0.0219489155
#> 110  0.0122920929  3.134326e-02 -0.0024523917  2.760626e-02 -0.0098801609
#> 111 -0.0107992379  2.209674e-02 -0.0108961110  1.743019e-02 -0.0213767663
#> 112 -0.0132695802 -3.391554e-02  0.0040987608  1.757729e-02 -0.0083045759
#> 113 -0.0199075109 -6.351206e-03  0.0118569771 -2.085755e-02 -0.0138848157
#> 114 -0.0073481695 -4.051801e-02  0.0131437510 -7.610802e-03  0.0245283259
#> 115  0.0035680618  4.201834e-02  0.0227841360  3.873870e-03  0.0125498721
#> 116 -0.0034270571  2.420318e-02 -0.0154705297 -5.967493e-03  0.0039596180
#> 117  0.0400158822  5.332810e-03 -0.0002440032  1.148598e-02  0.0180369122
#> 118  0.0018098151 -5.489244e-03 -0.0031292986  6.430159e-04 -0.0080148349
#> 119 -0.0012569325 -1.692983e-02  0.0171447084  2.184064e-02  0.0027197659
#> 120 -0.0249780707 -7.247925e-03  0.0190679008 -1.373775e-04 -0.0088939456
#> 121 -0.0242653558 -9.632400e-03  0.0078472220  3.794168e-03  0.0120478267
#> 122  0.0115034028  3.146284e-02  0.0021730283 -1.533406e-02  0.0012572452
#> 123  0.0062508994  8.072591e-03 -0.0100658403 -1.023414e-02  0.0185964617
#> 124 -0.0226882733 -1.534062e-02 -0.0045263272  4.390340e-02  0.0478944420
#> 125  0.0041108652 -1.743163e-02 -0.0074602446  7.475185e-04  0.0010102185
#> 126  0.0067186185  8.118368e-04 -0.0116516386  7.570333e-03  0.0166896088
#> 127 -0.0051670102 -3.057274e-02 -0.0099089173 -1.039711e-02 -0.0165448072
#> 128 -0.0644945869  2.014801e-02 -0.0078985718 -7.388204e-03  0.0423301325
#> 129  0.0719541354  5.362925e-02 -0.0467164038  6.619601e-02 -0.0153666892
#> 130 -0.0108352067  6.926256e-03 -0.0535127572 -3.154156e-02 -0.0648020924
#> 131  0.0018261249  4.514981e-02  0.0018382379  2.129863e-02 -0.0218474220
#> 132 -0.0247749215 -2.357243e-03 -0.0145490326  1.849646e-02  0.0340057442
#> 133  0.0472494495  1.067845e-02 -0.0420452272  2.573237e-04 -0.0283138019
#> 134 -0.0020692314 -2.567201e-02 -0.0091102519  2.547704e-03  0.0216688433
#> 135  0.0288671802 -6.926231e-03 -0.0192645553  2.515112e-03 -0.0094235960
#> 136  0.0141881054 -1.741066e-03 -0.0136299699  1.193604e-02  0.0141641497
#> 137  0.0023334558  4.169489e-04 -0.0020248342 -6.161500e-04  0.0097130962
#> 138  0.0536803144 -2.465017e-02  0.0146485034 -2.349394e-02 -0.0213265589
#> 139  0.0109571879  1.318473e-02  0.0057312175 -2.266467e-02  0.0414149621
#> 140 -0.0025702459  2.905693e-02 -0.0193105938 -2.448014e-02 -0.0262735084
#> 141  0.0181020028 -4.980004e-03  0.0066475699  5.688668e-02  0.0184473596
#> 142  0.0085089854  9.751762e-04 -0.0065044949  3.982480e-03  0.0532904797
#> 143 -0.0105712155  1.258122e-02 -0.0094334675 -1.526154e-02  0.0156634538
#> 144  0.0106653547 -7.819542e-03  0.0330058031  2.075871e-02  0.0128352392
#> 145  0.0121304071 -4.592423e-03  0.0072401249 -5.888092e-03  0.0139667281
#> 146 -0.0189502101  3.192740e-02 -0.0111637803  4.527547e-02 -0.0407102379
#> 147 -0.0085887030 -8.527417e-03  0.0017140665  2.986633e-02 -0.0071161565
#> 148  0.0037285470  1.705842e-02 -0.0118762162 -3.048478e-02 -0.0019877497
#> 149 -0.0020822761  4.745925e-04  0.0229208229  1.894088e-02  0.0039107621
#> 150 -0.0497346608  4.872382e-03  0.0237091093 -7.183285e-03  0.0014803167
#> 151 -0.0623606136  2.265054e-02  0.0049231496 -1.305363e-05  0.0095468566
#> 152 -0.0531221948  1.322054e-02  0.0263721102  1.478725e-03  0.0207883011
#> 153  0.0229231455 -9.881155e-03 -0.0337970210  6.376585e-02  0.0081839660
#> 154  0.0032833708 -2.546175e-02  0.0394039925  2.402019e-02  0.0395461399
#> 155 -0.0097110539 -3.999775e-02 -0.0217051887  8.317361e-03 -0.0059769514
#> 156 -0.0057937460  7.049538e-03 -0.0482128442  1.595474e-02 -0.0071544928
#> 157 -0.0018137394  2.830042e-02 -0.0123788191 -6.389052e-03 -0.0296608955
#> 158 -0.0012414372 -1.571462e-03  0.0040484719  9.468452e-03 -0.0130339687
#> 159  0.0142868239  3.181421e-02  0.0005396647  1.780078e-02 -0.0044254579
#> 160 -0.0111597024 -6.644063e-02 -0.0419088793 -3.156287e-02 -0.0243024856
#> 161 -0.0107517901 -2.755948e-03  0.0052889265 -2.454966e-02  0.0121302850
#> 162 -0.0170173504 -2.936534e-02 -0.0378687187  1.788909e-02 -0.0252767377
#> 163 -0.0036932518  2.749974e-02  0.0152099515 -4.571980e-03  0.0064756503
#> 164 -0.0267588314  1.451847e-02  0.0030108519 -7.060659e-03 -0.0325387041
#> 165 -0.0053507494  1.000744e-02  0.0186483738  2.667948e-02 -0.0235337209
#> 166 -0.0199634789 -2.660857e-02  0.0302712377 -3.060926e-02  0.0343706114
#> 167  0.0261697146  2.381607e-03 -0.0542176814 -8.989893e-03 -0.0299943256
#> 168 -0.0046339579  3.902190e-03 -0.0246303926  2.701118e-02 -0.0314189465
#> 169  0.0178125995 -4.505041e-02  0.0091643648 -1.055456e-02 -0.0365974290
#> 170 -0.0056436026 -7.366996e-03  0.0232022939 -1.474347e-02 -0.0068672517
#> 171  0.0049703385  2.900588e-04 -0.0127243194 -3.288159e-02  0.0149648971
#> 172  0.0227996236  1.348994e-02 -0.0276583998  1.140437e-02 -0.0090394334
#> 173  0.0063213342 -9.635731e-03  0.0093573633  8.572066e-03 -0.0055197831
#> 174 -0.0014148568  1.043137e-02 -0.0339922358 -1.049351e-02 -0.0059293968
#> 175 -0.0147744119 -1.584624e-02 -0.0005886672  3.873763e-02  0.0195302330
#> 176 -0.0137302605 -1.271296e-02 -0.0067352571  4.004046e-02  0.0583638433
#> 177 -0.0071744496 -1.991318e-02 -0.0374197271  5.712133e-02 -0.0325186680
#> 178  0.0015312926  7.199045e-05  0.0559014047  1.846766e-02  0.0202507975
#> 179 -0.0202819048 -8.245123e-03  0.0282322760 -2.199169e-02  0.0233250162
#> 180 -0.1212396456  2.263656e-02  0.0169784401  5.375171e-03 -0.0113156947
#> 181 -0.0027782965  7.197837e-04 -0.0037475837  1.120810e-02 -0.0028022320
#> 182  0.0179991835  4.296187e-04  0.0116090185  1.044847e-02 -0.0072043858
#> 183 -0.0092863757  1.043524e-02 -0.0131325712 -2.695191e-02  0.0218386420
#> 184 -0.0597591730  2.608800e-02 -0.0006000460 -1.479615e-02  0.0687551361
#> 185 -0.0017410177 -4.022173e-02 -0.0031667169 -2.116699e-04  0.0167169479
#> 186 -0.0003509247  1.513716e-02  0.0183968982  2.628547e-02 -0.0038020916
#> 187  0.0085049075 -6.619094e-03  0.0510050992  9.079408e-03 -0.0234567788
#> 188 -0.0059552662 -3.132288e-02 -0.0041527973 -3.342230e-02 -0.0006271576
#> 189  0.0019289314  1.208769e-02  0.0172125989 -2.147441e-02  0.0164015285
#> 190  0.0286283527  1.685243e-02 -0.0050695384 -1.956659e-02 -0.0074301875
#> 191  0.0041314720  4.412718e-03 -0.0021915804 -1.586969e-02  0.0106890724
#> 192 -0.0240377759  2.721854e-03  0.0895856696  2.446127e-03 -0.0472490534
#> 193 -0.0068585258  1.425897e-02  0.0116136901 -2.091041e-02  0.0274716237
#> 194 -0.0018277667  1.980052e-02 -0.0220108072  1.629532e-02 -0.0105221975
#> 195  0.0002062494 -1.954564e-02 -0.0084805574  6.761100e-04  0.0001719029
#> 196  0.0450380272 -8.414738e-03 -0.0380064801  1.472038e-02  0.0137001246
#> 197  0.0433233598  1.484534e-03 -0.0013533010  1.481472e-02 -0.0022229284
#> 198  0.0056576375  4.484227e-02  0.0304582914  2.492799e-02 -0.0603299978
#> 199  0.0481006439 -3.378433e-03 -0.0444390629 -4.638004e-02  0.0018438908
#> 200 -0.0028796993 -1.299526e-02  0.0168198163  1.317355e-02 -0.0026784262
#> 201  0.0041152724  2.054682e-02 -0.0186584383 -9.856799e-03  0.0088018107
#> 202 -0.0008261072 -2.871659e-02 -0.0102335141  8.130347e-03  0.0203834485
#> 203 -0.0082076794  1.339902e-02 -0.0034811768 -2.991475e-02 -0.0222794938
#> 204 -0.0058665114  5.013174e-02  0.0396162130  1.329800e-03 -0.0076416171
#> 205 -0.0181271721  4.157515e-03 -0.0126743537 -1.880268e-03 -0.0385529708
#> 206  0.0075501333  7.727630e-02  0.0249392260  1.426757e-02 -0.0133936289
#> 207  0.0106147333  2.838866e-02 -0.0067257860  1.968097e-02 -0.0022190373
#> 208  0.0128817078  9.173364e-02 -0.0028391998  2.628377e-02  0.0257096422
#> 209 -0.0077029214 -2.963915e-02 -0.0185336227  5.124709e-02 -0.0043524341
#> 210  0.0019383987  1.727233e-03  0.0097479626  1.777371e-03  0.0109516984
#> 211 -0.0479414192 -1.154532e-02  0.0128550279  1.663950e-02 -0.0247056098
#> 212  0.0051065799 -1.785920e-02  0.0055736474  2.835560e-02 -0.0655312955
#> 213  0.0136412344 -1.297980e-02 -0.0064870556 -2.318667e-02  0.0232687670
#> 214 -0.0441032675  3.740337e-03 -0.0732339034 -2.440335e-02  0.0169458276
#> 215  0.0008334846 -4.967288e-03  0.0007954816 -2.956130e-02  0.0033364650
#> 216  0.0084067233 -5.691164e-02 -0.0077626850 -4.941597e-03  0.0211520640
#> 217  0.0147249081  4.429691e-03 -0.0100966824 -1.068830e-03 -0.0042215517
#> 218 -0.0004150560  5.967267e-03 -0.0004691179  1.624485e-02 -0.0018655630
#> 219  0.0152617166  1.506412e-02  0.0228191306 -6.498835e-02  0.0397759411
#> 220  0.0078853758 -2.230137e-02  0.0257734735  2.223652e-02  0.0352517261
#> 221 -0.0091622677 -2.698847e-02  0.0135506694  5.709271e-03  0.0079380758
#> 222  0.0068263833 -2.300855e-02 -0.0068038339 -4.006349e-03  0.0244594627
#> 223 -0.0178486503  1.796513e-02 -0.0322807623 -6.514888e-03 -0.0003576201
#> 224  0.0243927723  3.329664e-02 -0.0124531753  9.272287e-03  0.0218751083
#> 225  0.0072284813 -4.838260e-03 -0.0084643984  1.435431e-03  0.0130163259
#> 226  0.0096587961  9.882248e-03 -0.0040482461  4.953902e-04  0.0058984339
#> 227 -0.0078703117 -2.368728e-02 -0.0248247602  9.546182e-03  0.0016165356
#>     pca_factor_51 pca_factor_52 pca_factor_53 pca_factor_54 pca_factor_55
#> 1    4.694774e-03 -0.0254048418  3.262315e-02 -4.726702e-02 -0.0138933838
#> 2   -1.677320e-03 -0.0046075692 -1.283807e-02 -1.821838e-03 -0.0252542845
#> 3   -5.418950e-03  0.0091594990  1.666848e-03 -8.190814e-03  0.0016602830
#> 4    3.494925e-02  0.0080667601 -8.190933e-03  1.112170e-02 -0.0072228475
#> 5    1.048509e-03  0.0301804446 -1.332152e-02  5.322462e-02 -0.0019337316
#> 6   -2.297674e-02  0.0202761029 -1.399503e-03  2.792951e-02 -0.0324303722
#> 7    1.688335e-02  0.0154876362  2.229726e-03  1.748137e-02 -0.0231320104
#> 8   -1.621435e-03 -0.0068149192 -1.167371e-02  1.607484e-02  0.0063513870
#> 9   -1.613466e-02 -0.0029038547 -2.992855e-02 -3.075397e-02 -0.0097255866
#> 10   6.275367e-02  0.0243557661  1.822293e-03 -2.200760e-02  0.0119652599
#> 11  -5.910980e-02 -0.0365807939  8.460596e-04  1.229881e-02  0.0027464623
#> 12  -7.082397e-02  0.0159423977 -1.674630e-02  8.052814e-03 -0.0169229313
#> 13   2.719787e-03 -0.0036979839  3.602554e-02  1.511599e-02 -0.0122818195
#> 14  -9.436834e-03  0.0216454073  7.644897e-03  3.343711e-03 -0.0205654126
#> 15   6.157256e-03  0.0098633960  7.396624e-03  1.711556e-02 -0.0115105788
#> 16  -1.226740e-02 -0.0008130724 -7.846045e-03 -5.231577e-04 -0.0174004194
#> 17   8.661929e-03  0.0351935012  3.383572e-03 -3.699797e-02  0.0216233722
#> 18   3.795649e-04  0.0158204858 -1.140630e-02 -1.676742e-02  0.0003195429
#> 19   7.031376e-03  0.0167353766 -1.237795e-02  1.859042e-02  0.0071223383
#> 20  -4.194999e-03  0.0021262773 -9.929137e-03 -5.758165e-03  0.0217412664
#> 21  -1.472084e-02  0.0003609670 -1.331292e-03 -1.829667e-02 -0.0270735201
#> 22   5.784413e-03  0.0015209277  2.791322e-02 -2.586185e-02  0.0035251485
#> 23   5.505580e-03 -0.0027157397  2.480191e-02  6.408228e-03  0.0006585889
#> 24   4.887174e-03 -0.0102352329  1.102748e-02  1.065031e-02 -0.0102975113
#> 25   2.798462e-02  0.0104663962 -2.178793e-02 -1.277870e-02 -0.0037460754
#> 26  -7.156634e-03  0.0032522449  1.808699e-02  1.521427e-02  0.0010286694
#> 27  -8.639874e-03  0.0658396720  2.344505e-02 -3.665330e-02  0.0300715379
#> 28   1.760288e-03  0.0192942917 -1.063544e-02 -1.121027e-02 -0.0148608626
#> 29  -7.021578e-03  0.0029257094 -1.555451e-02 -1.770238e-02  0.0039243345
#> 30  -2.031529e-02 -0.0020251940  6.047927e-02  1.649668e-02  0.0231230293
#> 31   1.861783e-02  0.0037496904  5.959857e-03  7.913875e-03  0.0108817656
#> 32   3.782331e-03  0.0044151158 -6.530806e-03  2.164072e-02 -0.0064845166
#> 33   3.725038e-02 -0.0085057530 -3.084432e-03 -9.550568e-03  0.0027146443
#> 34  -3.551058e-02  0.0086546501  6.708688e-03  7.360082e-03  0.0203385054
#> 35  -1.595136e-02  0.0273600684  1.283601e-02 -1.436353e-03 -0.0292431059
#> 36  -1.663480e-02  0.0141109152  1.030129e-02  1.835434e-02  0.0098345332
#> 37   5.564963e-02  0.0381188382 -2.766762e-02  1.266227e-02 -0.0312801986
#> 38   2.090995e-02 -0.0023777104  2.487656e-02 -1.345685e-02 -0.0074605411
#> 39   3.162574e-02 -0.0243184327 -5.701097e-02 -4.897452e-03 -0.0341642280
#> 40  -2.946199e-02 -0.0109818851  4.122104e-02  3.205979e-02 -0.0084420784
#> 41  -2.193845e-03 -0.0327171417 -1.591364e-02  1.111294e-03 -0.0185556096
#> 42  -1.593616e-03  0.0108670972 -2.372036e-02 -1.084061e-02 -0.0036877843
#> 43   1.037369e-02  0.0272858211 -5.228049e-02 -1.485657e-02  0.0037852935
#> 44  -1.812382e-02 -0.0015794015 -3.010894e-02 -3.159671e-02 -0.0061496700
#> 45  -8.250475e-03  0.0040159444 -1.328504e-02 -1.570278e-02 -0.0115708189
#> 46  -5.588341e-03  0.0154588651  1.149275e-02 -5.829669e-03  0.0011566101
#> 47   1.576311e-02  0.0075561095  1.272767e-02  9.404045e-03 -0.0175740206
#> 48  -3.941948e-02  0.0101183613  2.020771e-02 -6.600056e-03 -0.0086766949
#> 49   4.302216e-02 -0.0441367382 -1.224868e-02  4.055571e-03  0.0077328917
#> 50  -3.646923e-03  0.0271687756 -2.689996e-02 -2.809545e-02 -0.0054860950
#> 51   1.992583e-02  0.0213390000  1.423750e-03  3.061590e-03 -0.0246693449
#> 52   1.306504e-02 -0.0206229769  4.347113e-02  3.004809e-02 -0.0257227600
#> 53  -6.448123e-03  0.0466820150  1.492802e-02 -2.644225e-02  0.0174488114
#> 54  -7.546062e-03 -0.0002608139  8.455187e-03  1.220804e-02 -0.0091522495
#> 55  -1.083317e-02  0.0154890244  1.530236e-02 -4.809586e-03  0.0111044311
#> 56   8.515723e-02 -0.0108136324  4.224526e-02 -5.318125e-02 -0.0212967440
#> 57   1.119150e-02  0.0299270700  2.273832e-03 -2.828020e-02  0.0161645443
#> 58  -1.815023e-02 -0.0164109848 -8.717319e-03 -1.160210e-02  0.0270819521
#> 59  -1.292480e-02  0.0066469811 -7.655511e-03 -7.985326e-03 -0.0147908466
#> 60  -3.319672e-02  0.0064293049  2.245739e-02  1.619858e-04  0.0184361503
#> 61  -3.078060e-02 -0.0206322017 -6.318324e-02  1.156253e-02 -0.0204148235
#> 62  -2.151368e-02 -0.0063037343  1.838534e-02 -7.490753e-03 -0.0442416373
#> 63   2.196156e-02  0.0103871285 -3.241100e-02  1.228296e-02  0.0206722461
#> 64   8.607429e-04  0.0186567456  6.808031e-03 -2.154816e-02  0.0184973762
#> 65  -2.513803e-02  0.0074359945 -3.851698e-03 -4.290972e-03 -0.0196618069
#> 66   6.087973e-03  0.0306999033 -2.579823e-05  1.185389e-02 -0.0294663284
#> 67   2.104884e-03  0.0017639334 -2.617542e-03  7.549477e-03 -0.0141325269
#> 68   2.818831e-02  0.0068293531 -2.380022e-02  5.216730e-03  0.0108989989
#> 69   1.251068e-02  0.0178501894  5.638001e-03 -1.032714e-02 -0.0235983460
#> 70  -2.123787e-02 -0.0010356777 -1.830551e-02  9.006261e-03  0.0352937357
#> 71   4.021116e-03 -0.0169442888  4.497612e-03 -1.215077e-02  0.0175687517
#> 72  -6.022233e-03  0.0207464178 -2.000451e-02  7.110641e-03  0.0321310190
#> 73  -1.143404e-02  0.0073544881  2.137344e-02  1.959287e-03 -0.0074368068
#> 74  -2.082208e-02  0.0002852303  6.532910e-03  5.880168e-03  0.0066409262
#> 75  -4.767591e-03  0.0143530924 -6.704539e-03 -3.246017e-02 -0.0099953850
#> 76   6.885509e-03 -0.0347171351  6.900840e-03  4.400944e-02 -0.0121168179
#> 77  -1.204801e-02  0.0007832373 -1.121477e-02  1.202399e-02  0.0094504803
#> 78  -1.818926e-02 -0.0366091552 -9.362418e-03 -2.001750e-02  0.0532692876
#> 79  -8.273256e-03 -0.0092761249 -1.474789e-02 -1.163889e-02  0.0085184201
#> 80  -3.682202e-02 -0.0551010617 -3.656529e-03 -3.476343e-03 -0.0265924386
#> 81   1.282643e-02 -0.0044144830 -3.844121e-03 -5.340237e-03 -0.0106505409
#> 82  -1.198092e-02  0.0184175858 -3.101139e-03 -2.870168e-03  0.0350518328
#> 83   4.502537e-02  0.0095067883 -1.614529e-02  1.930760e-02 -0.0020195038
#> 84   3.414842e-03  0.0489119537  1.895838e-02 -3.141788e-02  0.0239660306
#> 85  -7.242622e-03 -0.0088486439 -8.427538e-03 -7.608667e-03  0.0005111982
#> 86  -2.409430e-02  0.0197590542  2.820933e-02 -3.337454e-03  0.0220451381
#> 87   4.719944e-02  0.0201543706 -1.171251e-02 -4.054194e-02  0.0182340557
#> 88   1.690557e-02  0.0416017285  1.090404e-03 -4.147520e-02  0.0120262592
#> 89  -1.363740e-02 -0.0122078041 -6.542803e-03 -7.903084e-03 -0.0172061457
#> 90  -1.099893e-02 -0.0274693551  7.662051e-02  3.471412e-02 -0.0022327515
#> 91   1.134486e-02 -0.0078000862  3.041942e-04  2.672878e-02  0.0123327845
#> 92   3.550984e-02 -0.0612326706  2.538064e-02  4.920779e-02 -0.0052484846
#> 93  -5.256078e-02 -0.0230996674 -1.002358e-02  4.948329e-02 -0.0312579744
#> 94   2.686589e-02  0.0109052913  4.407427e-02  3.466035e-02  0.0303205771
#> 95  -7.633919e-03 -0.0252587028 -4.012247e-03 -6.762025e-03  0.0423033597
#> 96  -3.268577e-03  0.0141521452 -2.362342e-02 -1.827597e-02  0.0025778695
#> 97   6.751147e-03 -0.0096762863 -2.003134e-02  2.056669e-03  0.0111316953
#> 98  -1.616316e-02 -0.0096597533  1.984450e-03 -9.215816e-03  0.0143915470
#> 99   1.125649e-02 -0.0128818998 -6.760706e-03  1.309794e-02  0.0169024759
#> 100 -2.813709e-03  0.0471714709 -1.065866e-02  2.485939e-02 -0.0436063868
#> 101  1.337175e-03 -0.0018259520  8.417133e-03 -1.425166e-02  0.0343854117
#> 102  3.699676e-05 -0.0112080415  2.908438e-03 -2.575236e-02 -0.0078020732
#> 103 -4.329439e-03  0.0047391053  1.338696e-02 -1.282740e-02  0.0157539619
#> 104  1.244716e-02 -0.0307406974 -2.294733e-02  1.586346e-02  0.0454501688
#> 105  1.109970e-03  0.0008349973 -1.559480e-02 -2.226467e-02  0.0001610105
#> 106  1.341414e-02 -0.0133934521  1.070220e-02 -8.546120e-03  0.0100697934
#> 107 -1.560021e-02 -0.0050477758  4.265367e-03  2.053112e-02 -0.0016816769
#> 108  1.132298e-02 -0.0100390670 -1.294577e-02  1.045741e-02  0.0185309483
#> 109  2.601125e-03 -0.0202492006  3.534506e-02 -5.283223e-02 -0.0367286765
#> 110 -6.142463e-03  0.0129319482  3.895645e-03 -1.434181e-03 -0.0205949738
#> 111 -2.538941e-02  0.0113022661  1.468227e-02 -2.157602e-03 -0.0076044350
#> 112  5.609823e-03 -0.0051957682  1.594628e-02  1.152228e-02  0.0149409765
#> 113 -1.080195e-02 -0.0103512495 -4.463783e-02 -2.826684e-03  0.0514381490
#> 114  4.633150e-03  0.0118521891  1.296092e-02  9.672183e-03 -0.0406973903
#> 115  2.430050e-03 -0.0146590362 -4.175689e-03  2.205647e-03  0.0136418713
#> 116 -1.807700e-03  0.0207300099 -8.278370e-03 -2.342259e-02 -0.0073587383
#> 117 -5.455489e-03 -0.0039527290 -2.891752e-02  7.754426e-03 -0.0162985292
#> 118 -1.657209e-02 -0.0071040428 -1.816300e-02  6.707004e-04  0.0223544249
#> 119  5.711065e-03  0.0212544299  2.208475e-02  3.980302e-03 -0.0336729687
#> 120 -3.068068e-02 -0.0054678000  3.226357e-02 -6.730579e-04  0.0148388171
#> 121  2.216264e-02  0.0180846594 -7.080408e-03 -1.283106e-02  0.0074617079
#> 122  1.821038e-02  0.0001182428  9.578338e-03  1.317515e-03  0.0041648416
#> 123  6.254935e-03 -0.0213661315 -2.638927e-02  2.005273e-02 -0.0222248879
#> 124  8.424260e-03 -0.0138179987 -1.614373e-03  2.887945e-02  0.0096143956
#> 125 -2.359792e-03 -0.0050338671 -4.568035e-03  2.542704e-03  0.0091867899
#> 126 -1.668401e-02 -0.0322831383  1.575096e-02 -3.502124e-02  0.0006412810
#> 127 -6.596913e-03  0.0063701036 -3.627341e-02  2.979621e-02  0.0312265882
#> 128 -3.790940e-02  0.0262439507 -2.274017e-03 -1.947646e-02  0.0084358182
#> 129  1.722230e-02 -0.0515949158  1.316896e-02  7.596897e-03  0.0336869665
#> 130 -5.711719e-03 -0.0196364330 -3.139740e-02 -2.451752e-02 -0.0123676655
#> 131 -1.065556e-02  0.0006557511  1.822682e-02 -1.910845e-02 -0.0149643492
#> 132  1.479506e-02 -0.0123569350 -3.394191e-02 -3.609742e-03 -0.0208689972
#> 133  5.441965e-02 -0.0125701980 -1.927957e-02  6.975174e-03 -0.0277580076
#> 134  2.494505e-03 -0.0181369420  1.489479e-02 -3.251890e-02 -0.0204250130
#> 135 -7.385047e-03 -0.0019644228  1.586056e-02 -4.758733e-03 -0.0048348214
#> 136 -1.400082e-02 -0.0078391259  4.200777e-02  1.373272e-02 -0.0154532095
#> 137 -9.336917e-03 -0.0162192413 -2.546619e-02  6.453145e-03 -0.0155038840
#> 138  6.481092e-03  0.0138068698  1.104146e-02  1.739140e-03 -0.0088554048
#> 139 -4.076463e-02  0.0120016160  1.485387e-02  1.349817e-02 -0.0158005719
#> 140  3.026181e-02 -0.0176909818  3.073355e-02  2.113803e-02 -0.0196566730
#> 141 -1.926256e-02 -0.0513319871  3.091183e-02  4.404632e-02  0.0004720999
#> 142 -4.536265e-02  0.0132582491 -1.551998e-02  4.042504e-03 -0.0078469225
#> 143  1.272214e-03 -0.0235873411 -3.143783e-02  1.817986e-02 -0.0237350655
#> 144  3.189932e-03  0.0070423870 -7.988922e-03 -2.427031e-04  0.0086703039
#> 145  1.498706e-02  0.0111813085 -2.901615e-02  2.617512e-02  0.0198440294
#> 146 -2.602808e-02  0.0543075471 -1.876995e-02  4.685366e-02 -0.0028826006
#> 147  2.472067e-02 -0.0390821203 -1.287506e-02  2.879291e-02 -0.0150479147
#> 148 -4.805886e-03  0.0011881283  2.110355e-02  1.686110e-02 -0.0008383083
#> 149  2.091087e-02  0.0176132304  2.145258e-02 -1.224788e-02  0.0164131498
#> 150 -1.469043e-02 -0.0139674035 -2.291225e-03  1.832327e-03  0.0016522410
#> 151 -2.267811e-02 -0.0149555327 -2.811895e-02 -2.979773e-03 -0.0143761678
#> 152  5.042960e-03  0.0206619085  3.871464e-02 -1.730313e-02 -0.0052297793
#> 153 -2.551021e-02 -0.0349271421  3.864626e-02 -1.437622e-02  0.0345413879
#> 154  1.047319e-02 -0.0081599383  9.474102e-03  3.715083e-02 -0.0070619950
#> 155 -2.479580e-02 -0.0210671728  1.484751e-02 -2.957454e-02 -0.0160979683
#> 156  1.765877e-02  0.0171559201  4.127711e-02  7.538965e-03  0.0268891719
#> 157  9.115764e-03  0.0117006632  2.609095e-02 -7.854477e-03  0.0111727373
#> 158  2.543191e-02 -0.0075728019 -6.730322e-03 -1.256805e-03 -0.0019033123
#> 159 -6.828972e-03 -0.0182795448  1.912921e-02 -2.996390e-02 -0.0024814991
#> 160 -2.953769e-02 -0.0334468079 -3.680181e-03 -3.202916e-03  0.0233683885
#> 161  2.439058e-02  0.0155880585 -2.083982e-03  6.047467e-03 -0.0116509086
#> 162 -2.721737e-02  0.0158275528 -1.607109e-02  1.530115e-02 -0.0185693286
#> 163  7.425614e-03 -0.0058337037  2.809455e-02 -7.983248e-03 -0.0073891690
#> 164 -1.160816e-03  0.0045424518  2.367411e-02 -1.703881e-02  0.0093487712
#> 165 -1.069320e-02  0.0199368041 -2.170311e-02  2.551932e-02  0.0659316032
#> 166 -1.860342e-03  0.0388028465  2.815402e-02  1.278617e-02 -0.0001298419
#> 167  1.254192e-02  0.0235046953 -1.789584e-02 -4.518571e-02  0.0102856436
#> 168 -1.927988e-02  0.0384693448 -8.492694e-03  1.825326e-02 -0.0183248543
#> 169  3.734069e-02 -0.0054620973  1.172515e-02  2.129455e-02  0.0060343933
#> 170 -1.068465e-02  0.0036983781  7.328024e-03 -8.181040e-03  0.0017520744
#> 171  1.521209e-04 -0.0521416947  1.405933e-02 -3.528954e-02  0.0420634361
#> 172  3.674261e-02 -0.0006657258 -2.194513e-02  1.042744e-03 -0.0102416957
#> 173 -1.671973e-02 -0.0147840180  9.327527e-03  1.389164e-02  0.0008948002
#> 174 -1.519705e-02  0.0119721029 -1.572189e-02  1.743697e-02  0.0228140503
#> 175  1.875867e-02 -0.0214979279  3.269450e-03  2.694370e-02  0.0074573872
#> 176 -5.990654e-03 -0.0102252837 -8.328659e-04  3.088340e-02  0.0105315357
#> 177  7.532386e-02 -0.0128620746 -1.300781e-02 -1.335704e-02  0.0202745087
#> 178  1.927826e-03  0.0107282933 -2.351911e-02  1.029869e-02 -0.0300105447
#> 179 -1.299248e-02  0.0150302578  2.397491e-02  1.730415e-02 -0.0052870147
#> 180  2.508201e-02 -0.0196741484 -1.010166e-02 -1.036374e-03  0.0142023248
#> 181 -1.620228e-02  0.0001476415 -2.929935e-02  1.405093e-02  0.0118782749
#> 182  3.491664e-02 -0.0026675118 -1.518246e-02 -1.214258e-02  0.0107689707
#> 183  2.836950e-03  0.0281551838 -1.795005e-02 -3.208006e-02  0.0036712853
#> 184 -6.027489e-02  0.0218121055 -7.286063e-04 -8.110311e-03  0.0020468654
#> 185 -2.625956e-02 -0.0333903888  1.978699e-02 -1.783123e-02  0.0187045047
#> 186  3.969838e-03  0.0273342871  1.310210e-02  1.087703e-02 -0.0326848237
#> 187  8.935241e-03 -0.0558697876 -4.412703e-02  6.926825e-05 -0.0421114386
#> 188  1.813449e-02  0.0180559145 -3.105880e-02  3.943996e-02 -0.0019366594
#> 189  4.516657e-03 -0.0283047793 -5.331950e-03 -1.165234e-02  0.0204361332
#> 190  1.889133e-03 -0.0153482119  4.898322e-02  3.732542e-02 -0.0028230120
#> 191  1.339621e-02 -0.0264789011  1.254649e-02 -2.378206e-02  0.0251380840
#> 192 -2.461719e-02 -0.0494986724 -6.422708e-02 -3.330840e-02 -0.0544318270
#> 193  1.685857e-02  0.0076456069  5.329767e-03  1.139314e-02 -0.0147751655
#> 194  1.842347e-02  0.0054656125 -5.738799e-03 -1.953723e-03  0.0404025703
#> 195  1.469328e-02  0.0006857555  5.985560e-03 -4.238436e-03 -0.0052812201
#> 196  5.832581e-03  0.0219976730 -2.969689e-02 -2.784820e-02  0.0043932976
#> 197 -3.265193e-03  0.0119723749 -1.268421e-02 -8.302319e-03  0.0132786425
#> 198 -1.795829e-02  0.0435440464 -1.042832e-02  3.858126e-02  0.0078526931
#> 199  2.033664e-03 -0.0133299879  9.178918e-03 -2.280153e-03 -0.0392103241
#> 200 -1.461912e-02  0.0025122103 -1.724111e-02 -1.886028e-02  0.0023505534
#> 201 -7.157855e-03 -0.0321058562  3.380794e-02 -4.748725e-02 -0.0054126356
#> 202  7.096298e-03 -0.0105736712  1.269627e-02 -3.214896e-02 -0.0304480661
#> 203 -5.342650e-03 -0.0257207837 -1.439079e-02  1.674667e-03 -0.0178264557
#> 204  8.271828e-04  0.0164826306 -3.661335e-02  3.530758e-02  0.0339259439
#> 205  3.305312e-03  0.0503298247 -1.430750e-02  3.650781e-02 -0.0127651081
#> 206  2.051216e-03  0.0331241959 -1.103089e-02  4.392632e-02  0.0227947807
#> 207 -6.222217e-03 -0.0040543985  1.380363e-04 -6.091958e-03 -0.0154087371
#> 208 -8.571493e-03  0.0092030750  1.496688e-02 -3.944048e-03 -0.0060405044
#> 209  1.327846e-03  0.0288797860  9.867485e-03 -1.921259e-02 -0.0531439282
#> 210  2.679330e-02  0.0209059456  2.098616e-02  1.081576e-03 -0.0558410928
#> 211  4.094078e-02 -0.0330227548  1.368143e-02  1.710996e-02 -0.0065449770
#> 212 -7.082247e-02 -0.0280701533 -3.301977e-02 -5.820126e-02  0.0069529679
#> 213  1.625157e-02 -0.0093878680 -2.819433e-02  1.232115e-02  0.0245320479
#> 214 -1.402105e-02  0.0335934108  4.038420e-02  1.037200e-02  0.0267431726
#> 215  1.198179e-02 -0.0085430992 -1.462188e-02  1.823198e-02  0.0258307863
#> 216  2.435518e-02 -0.0125618480 -6.460745e-03 -3.040696e-02 -0.0308575511
#> 217  1.598085e-02 -0.0179999134  1.110971e-02  2.866190e-02 -0.0073734286
#> 218 -3.239941e-02 -0.0164904591 -2.501021e-03 -6.466457e-04  0.0069311710
#> 219  2.051996e-02 -0.0467959886 -2.223494e-02  1.081263e-02  0.0664424467
#> 220  1.804361e-02 -0.0042568482  1.060912e-02  2.174508e-02  0.0039530656
#> 221  2.655168e-02  0.0012654535  2.056372e-02  2.120157e-02  0.0130851037
#> 222  1.264940e-02 -0.0165621647  1.638505e-02 -3.082911e-02 -0.0210951542
#> 223  1.476444e-02  0.0274180744  9.545578e-03  3.102660e-03  0.0361291385
#> 224 -1.767554e-02 -0.0177725584 -2.472938e-02  1.888575e-02 -0.0168865456
#> 225 -2.616161e-02  0.0238936324  9.749829e-03 -3.150888e-03  0.0122102200
#> 226 -1.446448e-04 -0.0220018697  1.787570e-02 -2.521590e-02  0.0032456879
#> 227 -5.373366e-03 -0.0074222274 -6.142253e-03 -1.773324e-02  0.0141200654
#>     pca_factor_56 pca_factor_57 pca_factor_58 pca_factor_59 pca_factor_60
#> 1    0.0021070271  0.0145612257  0.0098544232  1.517351e-02  5.028425e-03
#> 2    0.0114679627  0.0064639847 -0.0086604293  1.974217e-02 -1.971174e-02
#> 3   -0.0121129480  0.0057797700 -0.0103175051 -4.624960e-03  3.595268e-03
#> 4    0.0091388355  0.0155868806  0.0039394124  2.650690e-02 -1.370887e-02
#> 5   -0.0211298838  0.0081797806  0.0074633243  5.716711e-05  1.300910e-02
#> 6   -0.0003394445 -0.0017389195  0.0076492487  5.650609e-03 -5.358647e-02
#> 7    0.0047846171  0.0131192666  0.0081295382  1.986243e-02 -7.295803e-03
#> 8    0.0223183942 -0.0109097712 -0.0041127456 -1.689883e-02 -2.041283e-02
#> 9    0.0149810565  0.0182627001  0.0324838742 -2.198006e-02  2.353580e-02
#> 10  -0.0154744867  0.0336710794  0.0049910925  2.045850e-02 -7.220553e-03
#> 11   0.0224482936 -0.0010863757  0.0105961866  1.848789e-02  3.639781e-02
#> 12   0.0109914482 -0.0152816024  0.0024170433 -4.061625e-02 -1.738062e-02
#> 13   0.0035258061  0.0006193462  0.0277545235  1.538420e-02  1.327664e-02
#> 14  -0.0023602711 -0.0012104407  0.0022745621 -1.921130e-03  1.276431e-02
#> 15  -0.0236787589  0.0051006228  0.0065989428  1.230353e-02  3.395056e-03
#> 16  -0.0176190313 -0.0361861049  0.0150161731  2.391655e-02 -3.029809e-03
#> 17   0.0122400930 -0.0334330371  0.0203320698 -6.380077e-03 -2.628200e-03
#> 18  -0.0055622376 -0.0244674935  0.0159047880  1.273027e-02 -1.479749e-03
#> 19   0.0083689304 -0.0043925758  0.0080110327 -9.141661e-03 -4.518213e-03
#> 20   0.0187204511 -0.0247011793 -0.0147165306 -4.998700e-03  3.219697e-02
#> 21   0.0222458735 -0.0002862207 -0.0223728789  2.965244e-07 -3.166407e-02
#> 22   0.0072395062  0.0053191034  0.0196134522 -2.583008e-02 -3.508959e-03
#> 23  -0.0261057720  0.0140051931 -0.0023253021 -2.999347e-02  3.314730e-02
#> 24   0.0047543158  0.0212604402 -0.0057522831 -2.382728e-02 -1.235845e-02
#> 25  -0.0139749136  0.0397695813 -0.0099364568 -2.636530e-02 -1.518650e-02
#> 26   0.0164304965 -0.0116847071  0.0295596272 -3.799448e-03 -8.948916e-03
#> 27  -0.0121228163  0.0194986657 -0.0171638669 -6.365213e-03 -1.101486e-03
#> 28  -0.0273060899  0.0197259431 -0.0143773375 -3.295372e-03 -3.014751e-02
#> 29   0.0006139288 -0.0031062496 -0.0023699600 -1.236384e-02  1.261013e-02
#> 30   0.0348274508  0.0181667860  0.0026448842 -2.513332e-03  4.472696e-03
#> 31  -0.0233691780  0.0365972715 -0.0009150917  1.645406e-02  2.687073e-02
#> 32  -0.0068225459  0.0065867295 -0.0009903859  1.461173e-02 -3.043171e-03
#> 33  -0.0258059723  0.0059155276 -0.0110246730  1.979198e-03  1.066543e-02
#> 34  -0.0120538421  0.0263413649 -0.0156374894  5.017602e-02 -3.442139e-03
#> 35   0.0008436348 -0.0099617603 -0.0160869723 -6.317939e-03  1.429581e-02
#> 36   0.0226672712 -0.0050371814  0.0055397482  1.294521e-02 -8.488763e-03
#> 37   0.0171801631  0.0027445058  0.0151280490 -1.173690e-02 -1.722148e-02
#> 38  -0.0090256585  0.0056526246 -0.0048770892  3.172779e-03  1.439054e-03
#> 39  -0.0291627757 -0.0175485540 -0.0124816763 -2.888265e-02 -2.577956e-02
#> 40   0.0238061367  0.0419326057 -0.0422521167 -3.666799e-02 -6.600960e-03
#> 41   0.0098168633 -0.0716361452  0.0255952088 -2.535819e-03 -5.039425e-03
#> 42   0.0084110350 -0.0035819935  0.0241668152 -1.291534e-02 -1.137710e-02
#> 43  -0.0193924038  0.0249927831 -0.0010487783  6.806010e-03 -5.669215e-03
#> 44   0.0163541950  0.0112988814  0.0320407879 -1.006010e-02  2.777979e-02
#> 45  -0.0183101594  0.0085392211  0.0053434360 -5.632151e-03  7.727456e-03
#> 46   0.0003083071  0.0097725233 -0.0023016697 -2.168252e-02 -5.846925e-03
#> 47  -0.0166674725 -0.0056360298  0.0250201259 -2.895080e-02  6.643307e-03
#> 48  -0.0047314532 -0.0198386032  0.0047945904  1.917604e-04 -3.443416e-04
#> 49  -0.0155190145 -0.0133326565 -0.0040705313  9.970105e-03  1.724777e-02
#> 50  -0.0181423434  0.0148698612  0.0205619731  1.079617e-03  6.082066e-03
#> 51   0.0153612118  0.0051892147 -0.0092163156  1.360054e-03  3.818072e-02
#> 52   0.0062246298 -0.0256920983  0.0021202412 -2.525347e-02 -2.158386e-02
#> 53  -0.0181912162 -0.0160599088 -0.0169597802  8.787472e-03 -2.271091e-03
#> 54   0.0057759950 -0.0070087931 -0.0170062772 -2.777582e-02 -3.514088e-03
#> 55  -0.0044327958 -0.0221539494  0.0136574912  2.796725e-02  5.509492e-03
#> 56   0.0641537148  0.0169520560 -0.0373422184  8.972986e-03  3.132318e-02
#> 57  -0.0109788889 -0.0253081861  0.0011599069  1.120049e-02 -1.983842e-03
#> 58   0.0070338004 -0.0202408816 -0.0061653506 -1.799861e-02 -8.813557e-04
#> 59   0.0159177352 -0.0125207178 -0.0052377790  9.689032e-05  2.321269e-02
#> 60   0.0192123107 -0.0033830720  0.0097605021  1.841015e-02  1.537682e-02
#> 61   0.0168535249  0.0538949789  0.0135206344 -5.324448e-02  2.030026e-02
#> 62  -0.0192753047  0.0082580095  0.0222054440 -3.297131e-02 -3.361116e-02
#> 63   0.0740118884  0.0116870849 -0.0213910658  2.903254e-02  1.290492e-02
#> 64  -0.0002153991  0.0331512853 -0.0069708332  1.928991e-02 -2.469813e-03
#> 65   0.0096106320 -0.0047847893  0.0162831669  2.273778e-02  4.180244e-03
#> 66   0.0276719378  0.0009382474 -0.0190722727 -3.819359e-03  9.085415e-04
#> 67  -0.0330913671  0.0108439512  0.0158963285 -6.180096e-03  3.377364e-02
#> 68  -0.0189094971 -0.0005947354 -0.0316271407  3.183255e-02 -1.026430e-02
#> 69  -0.0340883801 -0.0320564161 -0.0127854412 -2.181812e-02  1.867614e-02
#> 70   0.0287601634 -0.0002002435 -0.0316123590 -2.668493e-02 -2.542792e-02
#> 71  -0.0080335907 -0.0040990468  0.0064745808 -2.039525e-02  6.942986e-03
#> 72   0.0587528789  0.0534572063  0.0882609958  2.422408e-03 -1.179903e-02
#> 73  -0.0297559943  0.0350470751  0.0118456979  3.097960e-02 -3.404880e-02
#> 74  -0.0181798873  0.0164787480 -0.0003540223  1.432592e-03 -5.654622e-04
#> 75  -0.0002504222 -0.0310952210  0.0405544391 -4.088929e-02 -9.600103e-03
#> 76   0.0212748290 -0.0080053243  0.0235620234  2.971754e-02 -1.366171e-02
#> 77  -0.0143196432  0.0098559769  0.0130488947  7.209742e-04 -3.902234e-03
#> 78   0.0050043448 -0.0090587948 -0.0172607955 -4.022056e-04 -4.311628e-02
#> 79   0.0178827928 -0.0239313529 -0.0080745050 -1.445094e-02  3.134909e-03
#> 80  -0.0079534808 -0.0019095886  0.0046245994  8.150811e-04  6.015136e-02
#> 81   0.0332421995 -0.0100790933 -0.0290554816  3.552239e-04 -3.970093e-03
#> 82   0.0153893097  0.0132572239 -0.0034572595  2.351357e-02 -1.112929e-02
#> 83   0.0076126614  0.0044348808  0.0125859345  1.334769e-02  3.518917e-02
#> 84  -0.0162754545  0.0105190002 -0.0116566969 -2.514659e-03  1.209590e-03
#> 85   0.0150566120  0.0150542045  0.0097758586 -2.807425e-02  1.058066e-02
#> 86   0.0155151252  0.0133534932  0.0146733668  1.209045e-02  7.663043e-03
#> 87  -0.0123470976  0.0052555744 -0.0032958822  8.261747e-03  3.123287e-03
#> 88  -0.0298887696 -0.0248067909 -0.0040911680 -3.786868e-03 -1.548512e-02
#> 89   0.0091672195  0.0510512355  0.0033056805 -2.670260e-02  2.201707e-02
#> 90  -0.0021989221  0.0234981839 -0.0708786291 -4.111860e-04  3.903712e-02
#> 91  -0.0090614379  0.0238570947 -0.0312154139  2.541059e-02 -4.522343e-03
#> 92   0.0042666625 -0.0388949474 -0.0050408798  1.280054e-02 -5.131406e-03
#> 93  -0.0127045332  0.0024478677 -0.0144590194  4.652228e-02  7.580445e-03
#> 94   0.0287220919  0.0056965646 -0.0033651829 -2.128077e-02 -1.290573e-02
#> 95  -0.0173761319 -0.0038809939  0.0036204494 -2.866564e-03  9.678422e-03
#> 96  -0.0045955126  0.0134900159  0.0092474721  4.793318e-03  1.081116e-03
#> 97   0.0232555358 -0.0156634259  0.0049610755 -6.518038e-04 -9.487345e-03
#> 98   0.0026890667 -0.0123387173 -0.0072724192 -2.789495e-03  3.299431e-03
#> 99   0.0021044319 -0.0018023519  0.0069828369  1.999357e-02 -4.446795e-02
#> 100  0.0279534840 -0.0020565439 -0.0103776905  1.044856e-04 -5.094916e-03
#> 101  0.0125656471 -0.0165603653  0.0070227402 -2.354568e-02 -4.644216e-03
#> 102  0.0125469439  0.0042633416 -0.0116089404  3.505183e-03 -1.189712e-03
#> 103 -0.0113852431 -0.0583440994 -0.0184840762  9.252803e-03 -9.078440e-03
#> 104 -0.0065421549 -0.0110395901  0.0010818573 -1.746303e-02  3.067534e-03
#> 105 -0.0042832337 -0.0099212920  0.0135926414  3.724331e-02  7.024940e-03
#> 106 -0.0230584350  0.0307156117 -0.0005797945  1.913878e-02  4.860626e-03
#> 107  0.0256544574  0.0044765498  0.0117669449  2.161610e-02  5.818170e-03
#> 108  0.0069184123  0.0125143597 -0.0009181611  1.335887e-02 -1.409287e-02
#> 109  0.0151676011  0.0001172172 -0.0001348998 -3.402046e-03  1.224869e-02
#> 110 -0.0014527647  0.0018777606  0.0079530706  2.377849e-03 -5.208670e-03
#> 111 -0.0108737217  0.0148107235 -0.0064411801  2.037672e-02 -3.382257e-02
#> 112  0.0128300406  0.0072477173  0.0033778996 -5.167976e-03 -1.308620e-02
#> 113  0.0245613742 -0.0067467917 -0.0381798536  9.822070e-04 -4.355598e-02
#> 114 -0.0061984142  0.0074783222  0.0193575703 -6.496308e-03 -1.754057e-02
#> 115  0.0042700408 -0.0108430339  0.0050029921 -8.788006e-04 -3.967830e-02
#> 116 -0.0215281042 -0.0071443177 -0.0216111333 -1.552071e-02  1.370925e-02
#> 117  0.0055655065  0.0117357395  0.0099581055  8.663107e-03 -6.397875e-03
#> 118  0.0036246143 -0.0100726984 -0.0132003852 -1.038031e-02 -1.105106e-02
#> 119 -0.0009538257  0.0143159606  0.0129713555  1.893703e-02  6.909237e-03
#> 120  0.0138463497 -0.0142277707 -0.0166484166  4.936138e-03  1.784656e-02
#> 121 -0.0107789110 -0.0643803789  0.0389928379  6.266910e-02  5.155443e-03
#> 122 -0.0075885244  0.0173122444  0.0114292345  2.229099e-02 -2.212230e-03
#> 123 -0.0034045313 -0.0150227349  0.0201990341  1.994091e-02 -8.512573e-03
#> 124 -0.0069593742  0.0227872885 -0.0297168711  2.407301e-02 -3.012885e-03
#> 125 -0.0111883709  0.0143432520  0.0003612410 -3.540967e-03  1.371807e-02
#> 126 -0.0015541225  0.0094780489  0.0014774853 -8.018916e-03 -2.212500e-02
#> 127 -0.0084451953 -0.0070974858  0.0015818345 -1.362352e-02  2.440569e-03
#> 128 -0.0088684894  0.0025681845 -0.0081476325  2.379056e-02  9.286680e-03
#> 129  0.0097147366 -0.0254321369  0.0421927572  1.443395e-02  3.728787e-02
#> 130  0.0257426980  0.0481994609  0.0324936186  3.029075e-02  9.537871e-03
#> 131 -0.0117590807  0.0191070690 -0.0001353499  3.934583e-03 -2.286851e-02
#> 132 -0.0230268845  0.0075171795  0.0126761418  1.894667e-02 -3.498232e-04
#> 133 -0.0300731839  0.0059592671 -0.0669101579 -5.308612e-02 -4.586613e-02
#> 134  0.0222623654 -0.0201622393 -0.0028713749 -5.552415e-03  2.850786e-03
#> 135  0.0035654671  0.0005352230  0.0133814411 -1.920059e-02 -5.060481e-04
#> 136 -0.0768145971 -0.0210831420  0.0362393459 -1.692890e-02  1.203936e-02
#> 137  0.0002497792 -0.0213967964  0.0110537338  6.711139e-03 -1.424695e-03
#> 138  0.0081245394  0.0044757205 -0.0035312604  8.679225e-03 -2.510092e-03
#> 139 -0.0100758979 -0.0243722393 -0.0137159343 -2.602966e-03 -8.213039e-03
#> 140 -0.0013814033 -0.0084830950  0.0149436097  8.379564e-03 -2.146223e-03
#> 141 -0.0007189616 -0.0160140735 -0.0210879864 -5.933632e-03  5.151503e-03
#> 142 -0.0074560867  0.0121763053 -0.0129066815  1.650987e-02  2.763473e-02
#> 143 -0.0042238818  0.0069239815  0.0234064878  8.594284e-03  2.949886e-03
#> 144 -0.0276084387 -0.0168126794 -0.0298231179  3.259883e-02 -9.110028e-03
#> 145  0.0169465810 -0.0240997085 -0.0044451375 -1.848184e-02  4.215482e-02
#> 146  0.0008955653 -0.0081099195  0.0064908878  1.681264e-03 -3.270348e-02
#> 147  0.0135379709 -0.0013070587  0.0291539739  1.351432e-02 -7.743735e-03
#> 148 -0.0132019038 -0.0289980337 -0.0086691860  1.547529e-02 -2.044190e-04
#> 149 -0.0030138424 -0.0059821662  0.0237572329 -6.102175e-03 -5.277024e-03
#> 150  0.0051405077  0.0104486932  0.0197959566  1.536728e-02  2.199395e-02
#> 151 -0.0134368933  0.0194516815 -0.0022809768 -2.904167e-03  5.285885e-03
#> 152 -0.0035961739 -0.0263981566  0.0240901914 -1.482845e-02  8.367779e-03
#> 153 -0.0528205399  0.0031750036  0.0227699059 -3.664162e-02 -6.406166e-03
#> 154 -0.0128870680  0.0056871509 -0.0299159413 -2.982055e-02  2.927670e-03
#> 155  0.0224293811 -0.0002463153 -0.0162795829 -5.244446e-03 -2.935461e-02
#> 156  0.0271347355 -0.0230467272  0.0241151371  2.208001e-02 -3.463515e-03
#> 157 -0.0202873507  0.0041289714 -0.0058496468  2.238487e-02  1.061741e-02
#> 158  0.0034535883 -0.0096417968  0.0271774631  9.709860e-03 -9.959028e-03
#> 159 -0.0107648973  0.0021393344  0.0005883814 -1.334162e-03  5.153062e-03
#> 160 -0.0507692031 -0.0009151647  0.0245903011 -7.815368e-03  6.705094e-03
#> 161 -0.0073973785  0.0056487785  0.0119212102 -1.079840e-02 -2.826653e-03
#> 162  0.0304760573 -0.0296192189 -0.0056452622  5.784945e-03 -4.387148e-02
#> 163 -0.0366555932  0.0503713263  0.0300737450  2.184679e-02 -2.389982e-02
#> 164  0.0211570524 -0.0131552909  0.0110919527 -3.420004e-02 -6.846980e-03
#> 165 -0.0373290464  0.0159725285  0.0142459475 -1.212178e-02  3.202666e-02
#> 166 -0.0130912973 -0.0090607075  0.0188332415 -2.915209e-02 -1.505136e-02
#> 167 -0.0111109460 -0.0129414127 -0.0395606493  2.894127e-02 -1.554700e-02
#> 168 -0.0046802358  0.0025045011  0.0020487538  5.083659e-03  7.261013e-03
#> 169  0.0154033948 -0.0039211236  0.0217813222  7.757488e-03 -1.986300e-02
#> 170 -0.0056761156  0.0384966533 -0.0192155637 -1.227069e-02  1.956074e-02
#> 171 -0.0247811972  0.0047370921  0.0133173200  6.170408e-04 -5.432462e-03
#> 172 -0.0054809074  0.0461291300 -0.0074118798 -3.670055e-02 -2.840420e-02
#> 173  0.0180617940  0.0082856979 -0.0024205268 -3.573768e-03  8.642846e-03
#> 174  0.0066385054  0.0045680757  0.0076825140  1.694944e-02 -2.635103e-02
#> 175  0.0031445290  0.0013470134 -0.0062193799  3.290357e-02 -8.443707e-03
#> 176 -0.0094085258  0.0357484781 -0.0460132717  2.160902e-02  8.372540e-04
#> 177 -0.0260451654  0.0075929875  0.0009900996 -4.086888e-03  4.142184e-03
#> 178  0.0340275273 -0.0207452943 -0.0193969596  4.982669e-03 -2.543048e-02
#> 179 -0.0058917997 -0.0250773499  0.0045559467 -2.624674e-02 -9.948520e-03
#> 180  0.0149264904  0.0420640308  0.0057107332 -2.063355e-02 -1.405804e-02
#> 181  0.0121822398 -0.0228592482 -0.0092909114 -2.667337e-02  2.103151e-02
#> 182  0.0014703544  0.0086035308 -0.0217956807  9.469509e-03  1.593363e-02
#> 183 -0.0341331783 -0.0208614427 -0.0098067686  7.498601e-03  1.042007e-02
#> 184  0.0195662964  0.0100218833  0.0256139605  3.886623e-03  4.318454e-04
#> 185 -0.0187294938  0.0091018199  0.0150061389 -8.903513e-03 -1.818704e-02
#> 186 -0.0015666236  0.0066780762  0.0031606529  1.483890e-02  9.244217e-03
#> 187 -0.0374665459  0.0031222660 -0.0074021364  7.428619e-03  1.787869e-02
#> 188  0.0183361792 -0.0143326147 -0.0072318108  8.055279e-03  1.543321e-02
#> 189  0.0006761295 -0.0059651164 -0.0032067951  4.343784e-03 -2.811015e-02
#> 190 -0.0178757962 -0.0238524113 -0.0446522171  2.827844e-02 -8.426288e-03
#> 191  0.0011954474 -0.0026817691 -0.0051657412  1.648619e-03  1.582543e-02
#> 192 -0.0092043745  0.0030825596 -0.0248073687  1.505440e-02 -2.401617e-03
#> 193 -0.0105574954 -0.0049257886  0.0247040015 -3.012479e-02  3.115229e-03
#> 194  0.0476001913  0.0002342787 -0.0136254928 -8.421815e-04  1.849538e-02
#> 195  0.0229067127 -0.0105933841 -0.0164207467 -2.607625e-03  1.514714e-02
#> 196 -0.0173916500 -0.0526375046 -0.0301672805 -8.558342e-03 -1.378830e-02
#> 197  0.0043821275  0.0092176182 -0.0072011940 -3.054779e-03 -4.826612e-03
#> 198 -0.0333436884  0.0043364388 -0.0255586834 -1.377225e-02  3.267099e-02
#> 199 -0.0396948554 -0.0309781411 -0.0432078299  1.848332e-02  1.349906e-02
#> 200 -0.0016755409 -0.0089831004 -0.0035183004 -9.670267e-03  1.537247e-02
#> 201 -0.0044513920  0.0261154900  0.0072686072  2.261546e-02 -2.276135e-02
#> 202  0.0279758892 -0.0215945415 -0.0074364122 -5.729986e-03  1.203534e-02
#> 203  0.0116946367  0.0121745495  0.0215641317 -3.120155e-02  1.081516e-02
#> 204 -0.0132664327 -0.0071406668 -0.0054799237 -7.924335e-03  1.398832e-02
#> 205 -0.0169769048 -0.0009278795 -0.0016404315  7.029680e-03  5.134093e-02
#> 206 -0.0340446498 -0.0036798972  0.0106482394 -1.975309e-02  2.423107e-02
#> 207  0.0057832463 -0.0042549698  0.0040308745 -2.993915e-03  1.354655e-02
#> 208 -0.0079357902 -0.0068628020  0.0262686126  5.924641e-03 -3.399256e-02
#> 209  0.0295785659 -0.0176143377 -0.0165355056 -1.270415e-02  2.827696e-02
#> 210  0.0004017017  0.0202124070  0.0196326936  3.304110e-02 -3.264090e-03
#> 211  0.0147980102  0.0112552490  0.0041955718 -1.905985e-02 -6.934755e-03
#> 212  0.0115625860  0.0112098600 -0.0605188987  4.064655e-02  6.772375e-03
#> 213  0.0130457105 -0.0270000114  0.0061135773 -2.068183e-02  2.824879e-02
#> 214  0.0292428228  0.0120750117 -0.0063520873 -1.366280e-03 -1.925349e-03
#> 215 -0.0132985036 -0.0052534806  0.0002749278  1.519578e-03  1.921719e-02
#> 216  0.0457681769 -0.0154876587 -0.0056382471 -2.404275e-02  1.933228e-02
#> 217  0.0128010227  0.0206786360  0.0036640691 -2.676470e-03 -1.799681e-02
#> 218 -0.0082099849 -0.0080930030  0.0013214153 -1.081838e-02 -3.786489e-02
#> 219 -0.0142505500  0.0008876612  0.0140151733 -5.068520e-03 -9.621920e-03
#> 220 -0.0148292244  0.0020445402 -0.0294242345 -3.606283e-02  1.455723e-03
#> 221 -0.0072215104 -0.0229866219  0.0022336599 -2.523325e-02 -8.678076e-03
#> 222  0.0163845871 -0.0040816205 -0.0044973818 -1.534613e-03  2.020395e-02
#> 223  0.0436304635 -0.0034904261 -0.0104447455  6.916324e-03  9.557074e-03
#> 224  0.0038037333 -0.0145493061  0.0126811979  1.834074e-02 -9.345572e-03
#> 225  0.0072618209  0.0337240366 -0.0257133761 -3.663038e-02 -9.843399e-05
#> 226 -0.0097136977  0.0015764351  0.0076366988 -3.518295e-03 -6.361462e-03
#> 227  0.0235772067 -0.0249957115 -0.0131319338 -1.803671e-03  1.556192e-02
#>     pca_factor_61 pca_factor_62 pca_factor_63 pca_factor_64 pca_factor_65
#> 1    3.765274e-03 -1.443245e-02 -2.090356e-02 -0.0031005996  5.844552e-03
#> 2   -1.124324e-02  1.312585e-02 -2.045403e-02  0.0010985231  1.023833e-02
#> 3    2.570857e-02  1.258284e-02  2.276682e-03  0.0038809945  2.399888e-02
#> 4   -6.008721e-03 -1.209324e-02  2.064461e-02  0.0024139998  1.838273e-02
#> 5    1.378144e-02  1.003047e-02  5.327949e-02  0.0361582945  3.670798e-03
#> 6   -1.330656e-02 -1.067314e-02  3.033128e-02 -0.0175979274  2.971630e-02
#> 7    2.197435e-02  1.244223e-02  1.409326e-02 -0.0210308578  2.232345e-02
#> 8    1.541187e-02 -1.140147e-02  1.456701e-03  0.0072188344 -1.128503e-03
#> 9   -3.984828e-03 -6.930337e-02  4.477484e-02 -0.0156000173 -9.056683e-03
#> 10  -3.568889e-02  8.053633e-04 -7.112303e-03  0.0071833620  3.999909e-04
#> 11   4.736046e-03  2.839318e-02  8.957782e-03  0.0054535214  1.151860e-02
#> 12   4.446416e-02  1.117485e-02  7.150228e-03 -0.0338318996 -2.408438e-02
#> 13  -5.279635e-02 -2.116590e-02  8.734652e-03  0.0010397041 -1.394555e-02
#> 14   2.756308e-03  1.389552e-03 -2.727657e-04  0.0206499653 -1.125663e-03
#> 15   4.624691e-03 -2.570935e-02 -6.326093e-03  0.0078678928  1.883410e-02
#> 16  -8.689539e-03 -1.304405e-02 -5.059670e-03  0.0037424248 -1.071410e-02
#> 17   3.923641e-02 -2.638555e-02  3.546356e-02 -0.0317455465 -1.824635e-02
#> 18  -8.249118e-03 -3.031812e-02  7.537796e-03 -0.0093149267 -9.519715e-03
#> 19   2.718599e-03 -3.721846e-03 -3.304898e-03  0.0172433552  7.370095e-03
#> 20  -1.396949e-02 -2.549731e-02 -3.596845e-02  0.0178140173 -5.874913e-03
#> 21  -3.400454e-03  2.114801e-02 -1.274541e-02 -0.0343806878  2.035915e-02
#> 22  -2.161332e-02  3.443827e-02  3.341460e-02 -0.0090996677 -2.200919e-02
#> 23   2.285888e-02  1.933071e-02 -2.379428e-02 -0.0356165925 -2.767706e-02
#> 24  -6.621521e-05 -7.433058e-03 -2.679531e-02  0.0150366797 -1.251242e-02
#> 25   8.808633e-03 -8.149467e-04 -4.854057e-03  0.0003914982  1.020137e-03
#> 26  -5.574887e-03  9.069933e-03  6.654098e-03 -0.0067719277 -1.781698e-02
#> 27  -1.144476e-02  1.944256e-02  7.555123e-03 -0.0001924479  1.977704e-02
#> 28  -2.367621e-03 -2.154295e-02 -9.121748e-03  0.0059470955 -8.919396e-03
#> 29  -1.773247e-02 -1.911632e-02  1.133916e-02 -0.0078594174  1.862203e-02
#> 30  -4.757300e-02 -1.886283e-02 -4.576018e-03  0.0106882202 -7.801286e-03
#> 31   3.795656e-02  8.234894e-03  3.536758e-03 -0.0070077400 -3.163022e-02
#> 32   3.103028e-03 -2.420694e-02  1.487334e-03 -0.0033669552  1.261889e-02
#> 33   1.485986e-02 -7.991897e-03  1.405825e-04  0.0047052099  4.280385e-02
#> 34   3.204404e-02 -6.885581e-02 -8.949173e-03  0.0213598448  7.069686e-03
#> 35   3.103922e-04 -1.136432e-03 -1.725673e-02  0.0163785609  1.045787e-02
#> 36   1.881219e-02 -5.956424e-03 -1.132058e-02  0.0013110522 -7.123617e-03
#> 37  -2.382262e-02  3.502003e-02 -5.705167e-03 -0.0226948787 -6.986310e-04
#> 38  -3.091203e-02 -1.171210e-02 -2.960997e-03 -0.0119231332 -1.943399e-02
#> 39   2.555426e-02 -3.200303e-03 -2.077946e-02  0.0109200275 -4.636289e-03
#> 40  -2.054004e-02 -5.484655e-03 -8.223784e-03  0.0072327800  8.440856e-03
#> 41   9.058355e-03 -2.247634e-02 -1.073126e-02 -0.0037683767 -9.527680e-03
#> 42   2.197906e-02 -1.034360e-02  4.020833e-03 -0.0033133633 -1.752257e-02
#> 43  -2.139467e-02  2.345578e-02  5.813534e-03  0.0010518494 -3.882112e-03
#> 44  -5.530125e-03 -7.027278e-02  5.704222e-02 -0.0222364196 -1.138903e-02
#> 45  -3.261952e-02  1.727512e-02 -3.455717e-03  0.0208583581 -5.117374e-03
#> 46   2.760361e-03  2.207533e-03 -2.151824e-02  0.0105809909  5.363327e-03
#> 47  -1.856233e-02  1.700952e-02  3.856754e-03  0.0078575256 -2.174829e-03
#> 48  -4.709288e-03 -1.123021e-02 -2.280536e-02  0.0197200443 -3.214464e-02
#> 49   1.296452e-02  4.524855e-03  7.718230e-03  0.0008431390  2.050514e-02
#> 50  -2.893709e-02  2.310816e-02 -1.314152e-02  0.0093269895 -4.191274e-03
#> 51   7.321281e-03  8.509203e-04 -2.126865e-02  0.0014437737 -2.606982e-03
#> 52   2.692626e-02  3.124822e-03 -2.837304e-02  0.0129392990 -5.678132e-03
#> 53   2.075527e-02  2.771222e-02  1.038939e-02 -0.0025728790  2.172201e-02
#> 54   1.252500e-02 -8.380070e-03  1.177967e-02 -0.0145619226 -3.182408e-03
#> 55   1.609788e-02  1.442567e-02  1.167910e-02 -0.0106530631  1.463381e-03
#> 56   2.435270e-02 -2.389289e-02  2.043304e-03  0.0354754102 -2.416334e-02
#> 57  -3.789766e-03  4.444726e-03  1.955549e-03 -0.0021953296  1.300343e-04
#> 58  -1.663598e-02  1.167331e-02  2.256740e-03  0.0069102895 -4.229968e-03
#> 59   2.197621e-03  1.630513e-02  2.940058e-03  0.0040075838 -1.891178e-02
#> 60  -8.340042e-03  3.470187e-03  7.735297e-03 -0.0066254645  5.304540e-03
#> 61   1.461419e-02 -2.546739e-02  4.144349e-03 -0.0073823556  2.037388e-02
#> 62   2.240536e-03  3.870223e-02  9.322307e-03 -0.0027205069 -1.510417e-02
#> 63   1.893202e-03  3.441164e-03  4.641125e-04 -0.0233442598 -8.993844e-03
#> 64  -2.602557e-02  6.789828e-03  8.628347e-03 -0.0125185627 -2.503065e-02
#> 65  -3.459013e-02  1.983773e-02 -7.339517e-03  0.0052081650 -2.005495e-03
#> 66   1.247047e-02 -6.450524e-03  1.379065e-02  0.0194026712 -4.989852e-03
#> 67  -2.814648e-03  7.730830e-03 -1.752932e-02 -0.0459777356  1.278826e-02
#> 68   1.296151e-02 -3.173474e-02 -2.651299e-02  0.0046224723 -8.357896e-04
#> 69  -3.479392e-02 -4.095866e-03  3.879759e-03 -0.0192598593  8.508403e-03
#> 70   5.921195e-02  2.922521e-02  6.547455e-03  0.0173639570 -9.192204e-05
#> 71  -9.310519e-04  7.042800e-03 -1.852149e-03 -0.0284147817 -8.594469e-03
#> 72   1.658690e-02  1.338303e-03 -4.454687e-02  0.0217126767  2.908352e-02
#> 73   9.930706e-03 -1.216921e-02  8.444643e-03 -0.0179150940  2.128599e-03
#> 74   2.400385e-02  2.712331e-03  1.221264e-02  0.0022865476 -7.765995e-03
#> 75   2.037124e-02 -6.806761e-03 -2.727282e-02  0.0165470524  2.246534e-02
#> 76   3.774830e-03  2.340078e-03 -2.254731e-02  0.0033140540 -5.082631e-02
#> 77  -3.167225e-03  5.099767e-03  6.177011e-04 -0.0156358611  3.015980e-04
#> 78  -2.435287e-02 -2.015260e-02 -1.799458e-03 -0.0150537483  2.515062e-02
#> 79  -2.191600e-02  2.711125e-03  2.906447e-03  0.0121835024 -5.332773e-03
#> 80  -3.916119e-02  3.327448e-04  1.158682e-02  0.0227802360  4.236724e-02
#> 81   4.300647e-04  1.328546e-03  3.603073e-03 -0.0237920148  3.207491e-02
#> 82  -3.631571e-03  1.398615e-02 -1.662834e-03 -0.0026792386 -7.727493e-03
#> 83   1.016367e-02  7.937379e-03  2.599928e-02  0.0197576403 -4.096744e-03
#> 84  -6.111300e-03  2.025687e-02 -8.621850e-04  0.0038308626  1.504738e-02
#> 85   3.309757e-02  1.262261e-02 -4.510885e-03  0.0010811475  3.037551e-02
#> 86  -9.159077e-03  3.519737e-03  6.354680e-03 -0.0070411555  1.140594e-02
#> 87  -1.272920e-03  1.335205e-02  1.400149e-03  0.0075835152 -1.655151e-03
#> 88  -2.589758e-02 -1.822781e-03 -8.216521e-03  0.0081956504 -2.151094e-02
#> 89  -1.144788e-02 -1.008600e-02 -9.114554e-04  0.0062902400  1.957342e-02
#> 90  -2.283394e-02 -9.072778e-03  5.844492e-02 -0.0289660377  8.721286e-03
#> 91  -2.180473e-02  3.484021e-02 -5.782644e-03  0.0033596928 -4.236191e-03
#> 92  -1.720504e-04 -1.062045e-02  3.576851e-03 -0.0044016321 -7.430722e-03
#> 93   2.718001e-03  1.338498e-03  4.034437e-03 -0.0132378669 -1.602740e-02
#> 94   2.134858e-02 -1.359320e-02  2.234581e-03 -0.0086086734  2.808375e-03
#> 95   1.311060e-03  6.197058e-03  9.753018e-04  0.0219251241 -1.406301e-02
#> 96  -1.887892e-02  2.541807e-02 -1.436018e-02  0.0130904469  4.029850e-03
#> 97  -1.172142e-02 -1.484813e-03  1.300173e-02  0.0199687214  5.881384e-03
#> 98  -1.946566e-02 -1.190750e-02 -2.946828e-02 -0.0022339511  3.217565e-03
#> 99  -6.561800e-03  2.678622e-03  3.690304e-02  0.0428241045  1.799771e-02
#> 100  6.241122e-03  1.325669e-03  1.223884e-02  0.0113135521  7.316836e-03
#> 101  1.731724e-02 -3.195018e-03 -7.614374e-03  0.0084692052  4.077650e-03
#> 102  3.428023e-03 -4.209414e-04  1.487354e-04  0.0304998688 -1.730276e-02
#> 103  1.602334e-02  3.111425e-02 -2.183801e-02  0.0078901423  8.605420e-03
#> 104 -1.758794e-02  4.089283e-03  5.503827e-04 -0.0216865640  6.289110e-04
#> 105  3.398012e-03 -1.636315e-02  2.970915e-03  0.0077822431  9.979897e-03
#> 106  3.226626e-02  5.861565e-03  2.871055e-03  0.0021249824 -1.827481e-02
#> 107  1.954645e-02  1.669029e-03 -3.348513e-02  0.0086250115  2.789322e-02
#> 108 -1.382614e-02 -1.154656e-02  6.476046e-03 -0.0356179907  7.358455e-03
#> 109  3.860312e-03  4.682383e-05 -3.522333e-02 -0.0478225510 -1.680686e-02
#> 110 -2.032582e-03  1.110155e-02  6.552971e-03 -0.0001108315 -5.447827e-03
#> 111  9.280647e-03 -1.818028e-02 -2.533926e-02 -0.0182303330  6.011775e-03
#> 112  6.264424e-03  5.844760e-03 -1.732280e-02  0.0021752631 -2.578729e-03
#> 113 -2.926768e-02 -1.742551e-02 -1.463264e-02 -0.0148477059  7.414207e-03
#> 114 -8.428521e-03  3.208749e-03  2.031690e-02  0.0195422177 -4.787349e-03
#> 115 -1.401954e-02  5.465330e-03  2.080905e-02  0.0099726630  3.482824e-03
#> 116  3.321682e-03  6.745156e-03  1.069240e-02  0.0135488495  3.461251e-02
#> 117 -1.428261e-02 -1.424913e-02 -1.976024e-03  0.0001507269 -1.977289e-02
#> 118 -7.478750e-03  6.185803e-03  5.600811e-03  0.0092116139 -6.482812e-03
#> 119  2.916959e-02 -8.796532e-03 -7.832712e-03 -0.0111496210  3.728458e-03
#> 120 -2.140223e-02  2.266269e-03  1.196274e-02 -0.0010592120 -3.764252e-03
#> 121  1.595608e-02  2.351244e-02  2.342488e-02 -0.0139907713 -2.850161e-04
#> 122  2.433693e-03 -1.106662e-02  2.077843e-03 -0.0119406920  1.463085e-02
#> 123  2.448815e-02  5.722194e-03 -1.609770e-02  0.0048532187 -1.982730e-02
#> 124 -1.653015e-02  3.168400e-02 -6.354734e-03  0.0032088321 -3.179470e-03
#> 125  3.757034e-03  4.497157e-04  1.424776e-03 -0.0333739256 -2.477598e-03
#> 126  8.824777e-04  1.364790e-02  2.293028e-02  0.0230031050 -2.246897e-02
#> 127 -7.574466e-03  1.410470e-02  2.264139e-02  0.0204446661  7.712931e-03
#> 128  7.456454e-03 -1.942696e-02  1.393868e-04  0.0125308577 -3.426552e-03
#> 129  8.697156e-03  4.953692e-02  2.637955e-02 -0.0238602288  4.150850e-02
#> 130 -3.857592e-02  3.974387e-02 -8.083203e-03  0.0067649754 -7.570570e-03
#> 131  2.067597e-02  1.154420e-02 -1.309582e-02 -0.0412619664 -1.005565e-03
#> 132 -1.195007e-02  1.881514e-03 -2.599162e-02  0.0168520179  9.533467e-03
#> 133 -2.300897e-03 -9.150420e-03  1.145071e-02 -0.0066491772 -2.853375e-02
#> 134 -1.138931e-02 -3.469269e-03 -1.624041e-02  0.0153609973  1.416479e-02
#> 135 -7.255125e-03  2.409748e-02  2.443788e-02 -0.0106555526 -1.277431e-02
#> 136 -5.563405e-03 -2.216898e-02 -1.626260e-02  0.0401533681  1.754298e-02
#> 137  1.859123e-02  4.965106e-03 -1.143932e-02  0.0060017184 -4.068851e-03
#> 138 -1.730086e-02 -2.720793e-03 -8.171313e-04  0.0020039122  6.643278e-03
#> 139  2.049429e-02 -4.777742e-02  8.567929e-03 -0.0072817681 -8.880068e-03
#> 140 -9.963500e-03 -1.031631e-02  6.722220e-03  0.0014133655 -1.321153e-02
#> 141  4.246167e-02 -1.143738e-02  1.489183e-02  0.0038736314  4.709134e-03
#> 142 -2.552739e-02 -1.025003e-02  3.187928e-02 -0.0168786421 -3.058891e-03
#> 143  3.170316e-02  9.290676e-04 -1.042135e-02  0.0033830852  8.937609e-04
#> 144 -9.542523e-03 -1.735670e-02  1.086495e-03  0.0004542337 -1.387194e-02
#> 145 -7.817577e-03 -1.746811e-03  2.214636e-02  0.0208397143 -1.429283e-02
#> 146 -1.577025e-02 -5.805235e-04  2.523787e-02 -0.0242463024 -1.245244e-02
#> 147 -1.074832e-02 -2.594184e-02 -2.308758e-03 -0.0057117819 -2.745559e-02
#> 148  3.004351e-02  2.588681e-02 -7.244156e-03  0.0069015681  3.100424e-02
#> 149  1.268342e-02 -5.211289e-04  3.113984e-03  0.0107393934  8.812180e-03
#> 150  5.216798e-03 -1.077371e-02 -7.108891e-03  0.0088449678  2.088084e-02
#> 151  1.094091e-03  9.656091e-03 -4.108294e-03  0.0121240004 -1.126058e-02
#> 152  7.523653e-04 -1.085054e-02  2.932881e-03 -0.0086761377  2.020614e-03
#> 153  1.069276e-02 -9.728085e-03  2.041586e-02  0.0229974160  1.707871e-02
#> 154  1.160782e-02 -2.250895e-02  3.022040e-03 -0.0062015904  1.113951e-02
#> 155 -2.063924e-03  4.038628e-03  2.751343e-02  0.0455190540 -1.081239e-02
#> 156  9.527406e-03  2.724453e-02  1.245082e-02 -0.0106310721  1.402155e-02
#> 157  8.179335e-03 -2.836817e-02 -1.864564e-02  0.0080349698  1.875835e-02
#> 158 -7.959611e-03 -1.394577e-02 -1.341949e-02  0.0013951633 -3.215334e-02
#> 159  2.815765e-03  4.612236e-03  2.074725e-03  0.0168484042 -2.083488e-02
#> 160 -1.166498e-02  1.435194e-02 -3.030480e-02 -0.0422103181  1.784121e-02
#> 161 -1.031521e-02  4.178741e-03  1.496482e-03  0.0097382060  3.619895e-03
#> 162 -1.762862e-02 -7.315571e-03  2.877499e-02  0.0482924718  3.182811e-02
#> 163  2.466376e-02  1.059934e-02  4.442570e-02 -0.0018183036 -2.048222e-02
#> 164  3.345012e-03  2.598362e-03  3.572973e-02 -0.0347839726 -4.317503e-02
#> 165  1.822004e-02  8.949752e-03 -3.166808e-02  0.0110061908 -6.684047e-02
#> 166 -3.752996e-02 -1.467497e-02 -2.085895e-02  0.0162463732 -1.640465e-02
#> 167  1.282572e-02 -1.483304e-02  1.569932e-02  0.0083493092 -1.655185e-02
#> 168  6.866073e-03  1.050549e-03  4.891877e-03  0.0250383591  8.501576e-04
#> 169 -5.860303e-03 -3.670837e-03 -2.114521e-03 -0.0025998453  2.149958e-04
#> 170 -1.411390e-02  2.414522e-04  4.083764e-03  0.0076832983  2.260278e-02
#> 171 -1.678348e-03 -1.367160e-03 -1.426653e-02 -0.0100741027 -1.283880e-02
#> 172 -2.973878e-03 -4.218921e-03 -1.225556e-02  0.0042221145 -1.672062e-03
#> 173 -2.358282e-02 -1.205947e-02  6.865061e-04 -0.0032154867 -5.527520e-03
#> 174 -5.852230e-03 -1.689141e-02  7.583008e-03  0.0217962379  6.363381e-03
#> 175 -9.474029e-03  9.882312e-03  6.775484e-03 -0.0051770690 -1.884183e-02
#> 176 -1.641600e-02  3.552797e-02 -6.073212e-03  0.0049156395  1.017231e-03
#> 177  3.204018e-03 -3.609465e-02  1.714389e-02  0.0021955445  2.206930e-02
#> 178 -5.566134e-03  8.808624e-03  4.294580e-03 -0.0419622596  2.980271e-02
#> 179 -3.051396e-02 -7.769910e-03 -1.550936e-02  0.0068550388 -2.598555e-03
#> 180  2.272649e-02  3.765616e-03 -2.114905e-03  0.0004751644 -6.432842e-03
#> 181 -1.065905e-02  2.489778e-02  8.326511e-03  0.0066811350 -2.442436e-02
#> 182  2.795258e-02 -1.056379e-03  5.141531e-03 -0.0076622522  2.227488e-02
#> 183  3.355358e-02  1.191635e-02  2.245710e-02 -0.0118073735  1.698647e-02
#> 184  1.936967e-02  1.225751e-02 -1.400047e-02 -0.0024974528 -8.395718e-03
#> 185  1.672964e-02  6.710171e-03  1.495026e-02  0.0025354507  1.650284e-03
#> 186  1.465383e-02 -1.484087e-02 -1.702058e-02 -0.0214629744 -2.896974e-03
#> 187  3.995243e-03  7.054133e-03  1.620791e-02 -0.0007346550  2.995579e-02
#> 188 -4.894415e-03 -9.684142e-03  7.121544e-03  0.0103503542  1.972421e-02
#> 189 -6.285833e-03 -2.983431e-03 -3.392467e-03  0.0117070687  1.584176e-02
#> 190 -1.150461e-03  5.149107e-02 -3.337598e-02  0.0221896942  7.100649e-03
#> 191  1.718880e-03 -1.134693e-02 -1.094720e-02  0.0150360980 -1.903676e-02
#> 192 -1.506304e-02  3.111087e-02  1.347498e-02 -0.0044055128 -3.599137e-02
#> 193 -1.825056e-02  2.348826e-02 -2.710909e-03 -0.0068833945  3.230787e-03
#> 194  8.107617e-03  1.416832e-02  1.138095e-02 -0.0221579470 -1.103177e-02
#> 195 -6.779465e-03 -1.431485e-02 -8.034621e-03  0.0001999037 -3.603110e-03
#> 196  2.546899e-03  4.108865e-03 -6.417167e-03 -0.0056302579 -5.953803e-03
#> 197  2.006022e-02  1.209155e-02 -1.007346e-02  0.0035774709  1.354277e-03
#> 198  1.689067e-02  6.669044e-04 -1.886052e-02  0.0147732363 -1.990002e-02
#> 199 -3.416388e-02 -2.564975e-03  1.832637e-02 -0.0124239774 -1.058664e-02
#> 200 -1.042230e-02 -1.563113e-02  1.065429e-02 -0.0063127385  1.959749e-02
#> 201  7.327887e-03 -4.490072e-03  3.296126e-05  0.0269092925 -7.696094e-03
#> 202 -1.088427e-02 -5.065884e-03 -1.948988e-02  0.0155099858  1.564264e-02
#> 203  2.319305e-02  7.631001e-03 -1.304928e-02  0.0062424558  2.998316e-02
#> 204 -2.226042e-02 -1.483528e-02 -5.375188e-02 -0.0464934424  1.476150e-02
#> 205  8.592198e-03  1.110922e-02 -1.872854e-02  0.0022952807 -2.400526e-02
#> 206 -6.225234e-04 -7.429200e-03  3.116799e-02  0.0198707783 -1.703304e-02
#> 207  3.292474e-03  2.054074e-02  3.073655e-03 -0.0011125086 -7.664754e-03
#> 208 -2.682640e-02 -1.061373e-02 -7.934728e-03 -0.0220918688  1.940351e-02
#> 209 -6.633711e-03 -7.274471e-03 -3.371238e-02 -0.0311485649 -4.220940e-03
#> 210  1.346098e-02  2.076720e-03  1.601102e-03 -0.0179617045  2.192668e-02
#> 211 -4.247114e-03 -6.502126e-03 -2.764584e-03 -0.0104809670  1.684131e-03
#> 212  4.503719e-02 -6.480784e-03 -1.016968e-02 -0.0035710085 -1.525305e-02
#> 213 -2.224834e-02  1.734032e-03 -3.596389e-03  0.0164957225  1.929444e-03
#> 214  5.503777e-03 -9.229444e-04 -2.069579e-03 -0.0015026622 -1.179161e-04
#> 215 -1.801821e-03 -2.018054e-02 -7.008705e-03 -0.0191384865  8.301959e-03
#> 216  2.062025e-02  5.123678e-02  3.376108e-02  0.0110541919 -5.667559e-03
#> 217 -2.368334e-03 -1.765660e-03 -1.724388e-02  0.0063110838 -3.017151e-02
#> 218 -1.082536e-02  8.323625e-03 -4.887466e-03 -0.0367174267  1.872082e-02
#> 219 -1.296076e-02  4.686102e-03  3.304878e-03 -0.0218427368 -3.927796e-03
#> 220  2.087220e-02 -1.611966e-02  6.776698e-03 -0.0089410909  6.369703e-03
#> 221  1.660850e-02  4.800343e-03 -7.846744e-03 -0.0057843697  1.224813e-02
#> 222  2.324260e-03 -1.353233e-03 -1.418019e-02  0.0053178579  6.561408e-03
#> 223 -1.140134e-03 -6.951678e-03 -3.110475e-03 -0.0081861115 -7.022018e-03
#> 224  6.722333e-03 -8.275069e-03 -1.145733e-02  0.0001694822 -2.586133e-02
#> 225 -1.438102e-02  1.073773e-02 -1.825435e-02  0.0074411672  1.911205e-02
#> 226 -2.665257e-04  5.751796e-03  1.233889e-02  0.0057641366 -4.296257e-03
#> 227 -1.818511e-02 -2.173931e-02 -3.185731e-02  0.0137442752  5.246688e-03
#>     pca_factor_66 pca_factor_67 pca_factor_68 pca_factor_69 pca_factor_70
#> 1    3.723665e-02  0.0010503122  1.396596e-02  0.0267278148 -2.096117e-02
#> 2    1.599116e-02 -0.0008296579  7.209355e-03 -0.0408815157 -5.658544e-03
#> 3   -5.550872e-03 -0.0309960594 -5.844736e-03 -0.0036053696 -6.899793e-03
#> 4    1.990194e-04 -0.0016614774  9.117931e-04  0.0219290532  2.776474e-03
#> 5    3.811951e-02 -0.0025993536  5.825444e-03  0.0020661751 -1.070991e-02
#> 6    4.262755e-02 -0.0170756697 -4.828656e-03 -0.0159148292  1.208194e-02
#> 7   -4.078777e-02  0.0147886114 -1.681439e-02  0.0045534516  1.159633e-02
#> 8    1.082891e-02  0.0328254578  1.519519e-03  0.0159949561  3.122810e-04
#> 9   -2.242165e-02 -0.0019237795  3.802095e-03 -0.0228839806 -9.236930e-03
#> 10   3.440185e-04 -0.0174167687  2.504625e-03 -0.0019204376 -1.475388e-02
#> 11  -4.424276e-03  0.0006412943  4.453444e-03 -0.0117972962 -1.333620e-02
#> 12  -5.052881e-03  0.0260323562  3.886856e-02  0.0267829161  5.296658e-02
#> 13  -1.072160e-02  0.0228600921  2.075660e-02 -0.0137847253  3.124342e-02
#> 14  -1.723768e-03  0.0017859219  3.295983e-03  0.0056053312 -1.830582e-03
#> 15   1.019664e-05 -0.0006623003  3.079952e-03  0.0048610307 -4.103534e-03
#> 16  -3.495909e-03 -0.0039149569 -1.207534e-02  0.0009415189  1.767841e-02
#> 17  -6.552761e-03 -0.0038488256 -8.313640e-03 -0.0106225242 -3.950548e-02
#> 18  -5.215979e-03  0.0072820787 -1.521489e-02 -0.0100333454 -2.213741e-02
#> 19  -6.859351e-03 -0.0083288339  2.069188e-02 -0.0087760849  2.212662e-03
#> 20   4.896117e-03 -0.0103296212  2.760798e-02  0.0150470852 -8.980069e-03
#> 21  -4.134006e-02 -0.0071496906  6.934861e-03 -0.0222921383 -1.193039e-02
#> 22  -5.268902e-03 -0.0481855830 -1.164779e-02  0.0316750134  1.502483e-02
#> 23  -5.963355e-02 -0.0079731887  1.623224e-02 -0.0055088989  1.514510e-02
#> 24  -5.105575e-04 -0.0049018809 -8.732266e-03 -0.0027331299 -2.933687e-03
#> 25  -1.088549e-02 -0.0145085236 -1.787822e-02 -0.0023610921  1.543288e-03
#> 26  -6.689878e-03 -0.0199323684  1.407361e-03  0.0201542483  3.905718e-03
#> 27  -7.084871e-03  0.0082425918  5.918763e-03 -0.0028011350  9.625947e-03
#> 28   1.113984e-02  0.0054100468  2.222023e-02  0.0007981123 -2.483301e-03
#> 29   5.936769e-03  0.0221273865 -8.002400e-03  0.0121322981 -2.407514e-03
#> 30  -1.165399e-02  0.0347022136  8.699211e-03 -0.0227446176  1.524493e-03
#> 31   1.566506e-02 -0.0022052312  1.631757e-02 -0.0090824113 -8.151031e-03
#> 32   1.344220e-02 -0.0032943782  9.591680e-03  0.0089772609  4.711631e-04
#> 33  -4.047125e-03  0.0174330732  4.179232e-03 -0.0278197565 -2.896245e-02
#> 34   3.862722e-03 -0.0061630907 -4.982162e-03  0.0422944945  2.149304e-02
#> 35  -3.944186e-03  0.0011250729  4.500599e-03 -0.0022122144 -7.216011e-03
#> 36  -2.583450e-03  0.0111529663 -1.074261e-03 -0.0120412896  2.299957e-03
#> 37   1.307182e-03  0.0026475006  1.235575e-02 -0.0180790876 -1.597991e-02
#> 38  -5.967611e-03 -0.0128015512 -4.106430e-03 -0.0099592288  6.179359e-03
#> 39  -4.041508e-03 -0.0162746872 -3.267744e-02  0.0080142417 -7.444617e-03
#> 40   3.183910e-04  0.0226387031 -7.311228e-03  0.0151143503  1.045076e-02
#> 41   2.122287e-02  0.0024732824 -1.676515e-02  0.0252470364  2.179957e-03
#> 42   2.480427e-03  0.0072278234  1.860558e-02 -0.0041830047 -1.500463e-02
#> 43  -9.262168e-03 -0.0018835698  1.370711e-02 -0.0056034223  1.449837e-02
#> 44  -2.133142e-02 -0.0016229771  7.788460e-03 -0.0236305912 -1.302206e-02
#> 45  -1.270140e-03  0.0093123733  1.092279e-02  0.0255274362  3.944185e-03
#> 46   6.130561e-03 -0.0054229733 -7.657195e-03  0.0003208710  1.361004e-02
#> 47  -5.208544e-03  0.0056491451  2.551614e-03 -0.0056027383 -1.054491e-02
#> 48  -1.376328e-02  0.0103446867 -2.715750e-02 -0.0111815519 -6.200619e-03
#> 49  -4.234016e-03  0.0056192035  4.307134e-03 -0.0173852103  4.054386e-02
#> 50   3.148617e-03  0.0291153480  5.864624e-03 -0.0164496158  2.572630e-02
#> 51  -1.233470e-03 -0.0156377465  2.736552e-02  0.0094017319 -1.056516e-02
#> 52   1.432568e-02 -0.0267281850 -1.130296e-02 -0.0079186678  1.404478e-02
#> 53  -8.608950e-04 -0.0174054180  7.685366e-03  0.0073535091 -5.159612e-03
#> 54  -5.067523e-04 -0.0075759169  5.234821e-03  0.0047963446  7.159283e-03
#> 55   5.982521e-03 -0.0149311252  1.211006e-02  0.0114156617 -1.440096e-03
#> 56   8.287854e-03 -0.0148286928  1.975696e-02  0.0033353026  1.859467e-02
#> 57   3.614599e-03  0.0161968581  1.669051e-03  0.0104353687  1.931067e-03
#> 58   4.238851e-03 -0.0094156861  9.600807e-03 -0.0185984962 -2.595013e-03
#> 59   5.553740e-03  0.0106228974 -1.937943e-02 -0.0014784977 -7.253354e-03
#> 60   6.739447e-03  0.0071663603  6.687643e-03  0.0074291354  9.471992e-03
#> 61   7.237724e-03  0.0272886285  8.376099e-03 -0.0096995530 -9.618726e-04
#> 62  -5.972222e-04 -0.0085561620  3.708935e-02 -0.0158168595 -6.244081e-03
#> 63   1.171719e-02  0.0010347295 -7.559363e-03  0.0232335555  7.994447e-03
#> 64  -4.137440e-03 -0.0446494354 -1.289738e-02 -0.0017307764  9.913234e-03
#> 65   1.540513e-03  0.0057476369 -7.532041e-03  0.0029577470 -1.900091e-02
#> 66   1.921843e-02 -0.0227580863  3.923193e-02 -0.0051304071 -7.312106e-03
#> 67   3.432252e-02  0.0092228231 -3.417280e-02  0.0016866324  6.428773e-05
#> 68   6.563868e-03  0.0542304652  5.848337e-03 -0.0407250678 -3.325086e-02
#> 69   1.375392e-02  0.0210635683 -2.795993e-03  0.0301388376 -2.082491e-03
#> 70  -4.592567e-03  0.0248486876  9.825765e-03  0.0156680458 -2.700745e-02
#> 71   3.942394e-02  0.0063587053 -1.494698e-02 -0.0102513086 -3.457906e-04
#> 72   1.381309e-02 -0.0165188246 -1.242727e-02 -0.0215351724  2.003726e-02
#> 73  -2.805014e-02  0.0064560746 -1.469938e-02  0.0195631164  1.234034e-02
#> 74   3.949229e-02  0.0086849623 -1.027870e-02 -0.0138211134 -1.666094e-03
#> 75  -1.127118e-02  0.0032851916  7.517802e-04  0.0028432773  1.444472e-02
#> 76   1.162707e-02  0.0004599365  9.750220e-03  0.0024028468  4.514895e-04
#> 77  -5.683643e-04 -0.0080062546  1.643713e-02  0.0048856681 -8.772945e-03
#> 78   3.563107e-02 -0.0160606842  1.855176e-02 -0.0069847982 -3.830137e-03
#> 79   2.135338e-02 -0.0036203927 -3.764610e-03 -0.0042253233 -1.008524e-03
#> 80   8.276270e-04 -0.0376442201 -3.984827e-02  0.0110251396 -3.312886e-02
#> 81  -2.280693e-02 -0.0194601819  1.910081e-03 -0.0181715069  2.441452e-03
#> 82  -6.596438e-04  0.0049362952 -8.862244e-03  0.0076913817 -1.959800e-02
#> 83  -1.911781e-02  0.0188176093 -3.110022e-02  0.0216613232  2.797402e-04
#> 84  -7.399958e-03  0.0091089200  3.149090e-03 -0.0097180280  6.051155e-03
#> 85   1.975047e-03  0.0201429699  2.965704e-02  0.0255620602  1.170740e-02
#> 86   1.235474e-03 -0.0054695627  1.660546e-04  0.0062340635  1.331042e-02
#> 87  -6.464515e-03  0.0049403303 -9.706376e-04 -0.0052123453 -6.069387e-04
#> 88  -9.240660e-03  0.0175134413 -2.081538e-03 -0.0018532946  9.261763e-03
#> 89   5.655514e-03 -0.0391944586 -1.019041e-02  0.0056020302 -3.959219e-03
#> 90  -5.368095e-03  0.0211516884  1.814245e-02 -0.0001345102 -2.802691e-02
#> 91  -1.422478e-03  0.0048237215  2.617903e-03  0.0052409086 -4.752775e-03
#> 92   1.064547e-02  0.0207854920  1.790083e-02 -0.0008888455 -9.592773e-03
#> 93  -1.420662e-02 -0.0343989330 -8.252117e-03 -0.0087992507 -1.201664e-03
#> 94   2.361573e-03 -0.0041590152  4.155115e-03 -0.0041298305 -1.028735e-02
#> 95  -2.105629e-02  0.0096095016  3.894326e-03  0.0019324436 -4.431575e-03
#> 96   1.165207e-02  0.0322246758 -1.990408e-03 -0.0073274211 -8.421394e-03
#> 97  -1.268437e-02  0.0181967537 -1.858552e-02  0.0086511034  5.286415e-03
#> 98  -1.331894e-02 -0.0103343674  2.672434e-02  0.0142535550 -1.191300e-02
#> 99  -3.427537e-02  0.0079599420 -2.581626e-03  0.0014312509 -1.186926e-02
#> 100  2.138896e-02 -0.0175320886  3.942044e-02 -0.0042522346 -1.583810e-02
#> 101 -7.541043e-03 -0.0170336799 -1.594787e-02  0.0097644188 -9.368727e-03
#> 102  1.020628e-02 -0.0039890645  7.278018e-03 -0.0018063355 -6.447599e-03
#> 103  1.726812e-02 -0.0032533492 -1.606559e-02  0.0338303315 -9.571060e-03
#> 104 -5.613332e-03 -0.0098182118 -4.885810e-04 -0.0048401360  5.510760e-03
#> 105 -1.058147e-02 -0.0228428043 -1.305292e-02  0.0107139547  4.984514e-04
#> 106  1.323016e-03  0.0110096413  1.151435e-03 -0.0084540210 -8.776825e-03
#> 107 -2.088690e-03  0.0264345377  1.529142e-03 -0.0406054906 -1.266618e-03
#> 108  1.005474e-02 -0.0082258827  5.918904e-04  0.0204544265  4.708170e-03
#> 109 -3.002945e-03  0.0028121924 -1.857687e-02 -0.0071786975  9.916058e-03
#> 110 -4.427117e-03  0.0185144473 -2.066389e-02  0.0016129857 -3.232053e-03
#> 111 -4.403772e-02 -0.0114332023  2.178177e-02  0.0070489588  3.953389e-03
#> 112  8.886111e-03 -0.0031859172 -2.852914e-05  0.0208235324  1.054629e-02
#> 113  2.982185e-02 -0.0221956405  1.657348e-02 -0.0200141075  5.437382e-03
#> 114  1.608664e-04 -0.0044108520  1.817905e-02  0.0196447158  1.614232e-04
#> 115 -3.185473e-02  0.0138495030 -1.879977e-02  0.0050456792  6.774284e-03
#> 116 -1.358353e-02 -0.0064954002  1.001296e-02 -0.0316990221 -1.027345e-02
#> 117 -2.846994e-03  0.0236949268  2.027806e-02  0.0078664305 -1.558734e-02
#> 118 -6.080530e-03 -0.0079845471  3.149092e-03 -0.0173047667  3.877742e-03
#> 119  4.361657e-03  0.0212596965 -1.331565e-02  0.0200406123 -9.724636e-03
#> 120  1.141851e-03  0.0298569923  1.725989e-02  0.0018877341 -4.980723e-03
#> 121  4.482348e-03 -0.0069016558  4.218033e-02 -0.0008374074  1.069679e-02
#> 122 -5.845804e-03  0.0011052354 -1.727305e-03  0.0286366879 -3.767856e-03
#> 123  3.043919e-03 -0.0242747585  5.816809e-04 -0.0141623841 -4.170560e-03
#> 124  1.210932e-04  0.0056021399  3.236783e-03  0.0079863805 -2.153550e-03
#> 125  5.228128e-02 -0.0141208176  1.391476e-02 -0.0089079874 -1.861142e-03
#> 126  1.270092e-02  0.0015025157  1.286668e-02 -0.0182402343  4.234492e-03
#> 127  4.986231e-03 -0.0099769599  1.728029e-02  0.0019220969 -6.518421e-03
#> 128  1.590063e-03 -0.0142552143 -2.091351e-02 -0.0151731674 -1.861597e-02
#> 129 -9.813443e-03  0.0063034810  2.261329e-02 -0.0074054894 -9.709611e-03
#> 130  1.526681e-03 -0.0023334337  1.098143e-02  0.0289925263 -1.021258e-02
#> 131  1.516064e-02 -0.0028402164 -3.626298e-03 -0.0289064565 -3.052538e-03
#> 132 -2.977208e-03 -0.0232864665 -2.368777e-02 -0.0125649781  1.601315e-02
#> 133 -8.538922e-03  0.0108712878 -1.814224e-02  0.0358449815 -4.443622e-02
#> 134 -1.473631e-02  0.0023992894 -4.912166e-03  0.0090779763 -2.639486e-03
#> 135 -6.083644e-03 -0.0261075354  2.703586e-03  0.0275175068  2.270310e-02
#> 136 -1.889234e-02  0.0111421986 -1.273625e-02 -0.0074702844 -1.357875e-02
#> 137  5.722014e-03 -0.0136682510 -2.367484e-03 -0.0080434578 -8.435916e-03
#> 138 -6.801614e-04 -0.0078720649 -1.208972e-02 -0.0064942996 -1.257057e-02
#> 139 -6.982367e-03 -0.0097772554 -6.229753e-03 -0.0151061369  4.119113e-02
#> 140 -1.648396e-02  0.0031941819  1.787157e-02 -0.0327218063  1.972227e-02
#> 141 -1.568079e-02 -0.0251372574 -1.809937e-02  0.0211391447 -4.753866e-02
#> 142 -1.300915e-03  0.0023361773  3.967953e-03 -0.0105242150 -8.136590e-03
#> 143  6.832315e-04 -0.0364015489 -5.922818e-03 -0.0122309899  3.336584e-04
#> 144  7.792915e-03  0.0235754044 -8.075374e-03 -0.0143458607 -4.954547e-03
#> 145  3.300557e-02  0.0078657787 -3.758570e-02  0.0041596305  1.325046e-02
#> 146 -1.819939e-02  0.0081102248 -2.489417e-02  0.0014958364  2.623555e-02
#> 147  1.319376e-04  0.0011545448 -2.394503e-03 -0.0128839567 -9.179911e-03
#> 148  6.843977e-03  0.0055945538  4.582633e-03 -0.0066146728  2.222337e-02
#> 149  4.681981e-03  0.0145499727  1.581341e-02 -0.0051677668  4.137233e-03
#> 150  1.121911e-03 -0.0203275928 -6.359950e-03 -0.0256492293  2.354522e-02
#> 151 -1.848116e-03  0.0120698412  2.559681e-02  0.0356348302  2.232411e-02
#> 152  4.555370e-03  0.0016522680  6.913614e-03  0.0068778087  1.980018e-02
#> 153 -9.955585e-03 -0.0235984362  2.431480e-02  0.0206022299  3.691277e-03
#> 154  1.826007e-03 -0.0021585592 -4.832264e-03 -0.0159153133  9.081093e-03
#> 155  9.620525e-03 -0.0077209242  1.661143e-02 -0.0210751824  1.197985e-02
#> 156 -3.244866e-03 -0.0078732442 -1.104336e-02 -0.0119313419 -1.455196e-02
#> 157 -1.299441e-02  0.0064851802 -9.776750e-03  0.0070580097  3.269893e-03
#> 158  2.362490e-03  0.0083474473  1.063195e-04 -0.0071714814 -3.086791e-04
#> 159  1.202550e-02  0.0188174992 -3.010311e-02 -0.0057517595  1.112280e-02
#> 160  2.035363e-02  0.0054474628 -8.319756e-03 -0.0042713580 -1.122193e-02
#> 161  4.900659e-04  0.0048322319  7.923574e-04 -0.0033598877  5.557817e-04
#> 162 -1.413531e-02  0.0070615773 -1.390663e-02  0.0040371935  6.966358e-03
#> 163  4.673843e-02  0.0125250315 -2.325752e-02 -0.0012685353  6.900824e-03
#> 164  2.275584e-03 -0.0275954485 -8.035785e-03  0.0087588354 -1.874530e-02
#> 165 -2.752787e-02  0.0032604998  2.846063e-02 -0.0018249306 -2.418265e-02
#> 166  7.524686e-03 -0.0216047338 -8.123691e-03 -0.0073099705 -2.630997e-02
#> 167 -3.682918e-03 -0.0433329620 -4.216838e-03 -0.0098630176  7.696429e-04
#> 168  1.545732e-03 -0.0016678748  1.611723e-02  0.0013841071 -8.738780e-03
#> 169  7.996169e-03  0.0064358491  9.342654e-03  0.0124584884 -1.808947e-02
#> 170  7.331979e-03 -0.0220725768 -9.809131e-03 -0.0072614494  4.597397e-04
#> 171 -2.732539e-03  0.0139231147 -1.798686e-02 -0.0085708073  1.213548e-02
#> 172 -9.745327e-03 -0.0109147346 -2.719999e-02  0.0024918285  6.591448e-03
#> 173  4.636975e-03  0.0290876212  8.897983e-04  0.0077460541 -2.746004e-03
#> 174 -1.934764e-02 -0.0033061658  2.785845e-04  0.0118492835  2.198907e-03
#> 175 -1.483581e-03 -0.0059315153  5.159772e-03 -0.0064042747 -2.774990e-03
#> 176  1.093902e-03  0.0026722309 -2.678882e-03  0.0092278816 -2.025764e-03
#> 177  6.352610e-03 -0.0086121664  1.746708e-02  0.0059492467  5.236411e-02
#> 178 -2.851784e-02  0.0027054556 -1.637129e-02 -0.0087782307  1.918359e-03
#> 179  1.052473e-02 -0.0159004378 -1.631087e-02 -0.0227455222 -1.403494e-02
#> 180 -1.380603e-02 -0.0031080706 -2.622313e-02  0.0073089341 -2.347868e-02
#> 181 -1.537653e-02 -0.0057631310 -6.556156e-03 -0.0183025577  7.495188e-03
#> 182 -1.009612e-02  0.0128942000 -2.476759e-03 -0.0149659510 -2.224200e-02
#> 183 -9.746390e-04 -0.0168974152  7.708070e-03  0.0097308606 -6.490326e-03
#> 184 -6.642408e-03 -0.0015213995 -2.404654e-02  0.0271903152 -4.964511e-02
#> 185 -1.809331e-02  0.0072511100 -1.152484e-02 -0.0078484613  4.004700e-03
#> 186  1.839453e-02  0.0147267591 -1.282537e-02  0.0197535842 -3.218946e-03
#> 187 -2.432757e-03  0.0076803386  2.109820e-02  0.0113297155  2.112697e-02
#> 188 -2.344055e-02 -0.0087334235 -4.672025e-03  0.0088497658  8.682369e-03
#> 189 -3.501662e-02  0.0081816123 -5.971423e-03 -0.0030828062 -5.914223e-03
#> 190  1.441831e-02 -0.0229351157 -2.395843e-02 -0.0024898020  2.626814e-02
#> 191 -1.640309e-02  0.0019105448  7.969058e-04  0.0088618726  1.369434e-02
#> 192 -6.446882e-05  0.0067309975  6.880810e-03  0.0159638060  1.788576e-02
#> 193 -5.381337e-03  0.0047903847  8.116877e-03 -0.0129833042 -1.579560e-02
#> 194 -4.011228e-03  0.0013171975 -1.421671e-02  0.0128890545  1.854014e-02
#> 195 -6.782487e-03 -0.0121016870  1.501186e-04  0.0133470819  1.617662e-02
#> 196  2.494543e-02  0.0307967093  7.481198e-03  0.0227291359 -1.138236e-02
#> 197  8.604866e-03 -0.0154157218  6.598754e-03  0.0009241997 -4.957599e-03
#> 198 -1.463508e-02 -0.0211931281  2.453744e-02 -0.0272645344  8.795499e-03
#> 199 -9.947330e-03 -0.0181183999  1.593686e-02 -0.0085571111  1.294961e-02
#> 200  7.490267e-03  0.0161040756 -5.989875e-03  0.0097492346 -6.409641e-03
#> 201  1.426599e-02  0.0061819113  2.396733e-02  0.0050660590 -1.460937e-02
#> 202 -6.695814e-03 -0.0024730103  2.158422e-03  0.0081474406 -3.900670e-03
#> 203 -1.464636e-03  0.0117783360  2.285191e-02  0.0192767733  7.496082e-03
#> 204  1.924904e-02 -0.0181547476  2.130460e-02  0.0100430144 -1.764572e-02
#> 205 -5.369778e-02  0.0147475758 -2.211011e-02  0.0015784957  1.241891e-02
#> 206  6.600610e-02 -0.0012841202 -2.656177e-02 -0.0062780716  2.193317e-02
#> 207 -1.968091e-03  0.0034740376  5.703747e-03 -0.0100945042 -8.786132e-03
#> 208  1.825859e-02  0.0151379252 -2.307479e-03  0.0147249465 -3.288273e-03
#> 209  1.827309e-03 -0.0067206114 -2.896450e-03 -0.0028902092  9.072907e-03
#> 210  1.712666e-03  0.0179730255 -1.790307e-03  0.0263524662 -1.532072e-02
#> 211 -3.711946e-04  0.0086922801  7.181758e-03 -0.0102653761  1.590689e-02
#> 212  1.050660e-02  0.0207781390 -2.343160e-02 -0.0206934664  3.021118e-02
#> 213 -3.303713e-03  0.0070878093 -1.325516e-02  0.0106120551  2.783204e-03
#> 214  4.732170e-03  0.0045692326 -1.272631e-02 -0.0239671467 -6.537015e-03
#> 215  9.095036e-03 -0.0063336938 -2.680623e-02  0.0087421356  2.007718e-02
#> 216  1.458796e-02  0.0226416797 -3.939047e-02 -0.0455379940 -8.211108e-04
#> 217  1.576854e-04 -0.0041288730 -1.112836e-05 -0.0036366576  1.547147e-03
#> 218 -1.236264e-02  0.0040444590 -7.316991e-03 -0.0047750653 -4.418544e-03
#> 219 -2.457814e-02 -0.0088101323  6.743000e-03  0.0007757402 -3.787950e-04
#> 220  7.889054e-04 -0.0044706077  2.856573e-03 -0.0144387539  1.301448e-02
#> 221  5.213043e-03  0.0302881249  8.481163e-03 -0.0114792255  2.173257e-02
#> 222  1.306900e-02 -0.0095541035  1.736377e-02  0.0035122764 -1.123647e-02
#> 223 -3.200885e-03 -0.0036030060 -2.292825e-02  0.0141305729  2.451037e-02
#> 224 -4.098498e-03  0.0116693574  9.048303e-03  0.0070924390 -6.749013e-03
#> 225  1.237503e-02  0.0153431925 -1.124880e-02  0.0164482138  2.403414e-02
#> 226 -8.449223e-03  0.0154774550 -2.317663e-02 -0.0003076723  8.523015e-03
#> 227  6.099162e-04 -0.0071449188  2.469500e-02  0.0127003708 -1.026363e-02
#>     pca_factor_71 pca_factor_72 pca_factor_73 pca_factor_74 pca_factor_75
#> 1    9.846052e-03 -0.0014182417  2.244540e-02  1.080176e-03  3.191195e-03
#> 2    6.925288e-03  0.0047843095 -1.515047e-02 -2.797033e-04 -7.967606e-03
#> 3    1.556355e-02 -0.0013419043 -1.454223e-02 -8.825448e-04  2.968047e-03
#> 4   -3.526866e-03  0.0088308026 -3.138701e-03 -8.636915e-04  1.668846e-02
#> 5   -5.652187e-03  0.0246727696  1.654877e-02 -3.633866e-03  1.111960e-02
#> 6   -5.332263e-05  0.0060651509 -1.189167e-02  3.139319e-02  1.034080e-02
#> 7   -5.740370e-03 -0.0024088899 -3.892919e-03  1.336238e-02  3.462123e-03
#> 8    4.811948e-02  0.0063783284 -9.148472e-03  1.355659e-02  1.431348e-03
#> 9    2.495981e-02  0.0015471668 -1.148671e-03  1.198247e-02 -5.543445e-03
#> 10  -6.773892e-03 -0.0105135208 -2.026998e-02 -2.137489e-02  2.615098e-03
#> 11   2.573862e-02  0.0081464623 -3.309464e-03 -1.348500e-02  2.416891e-02
#> 12   5.601863e-03  0.0213928713  2.073696e-02 -1.138428e-02  2.358759e-03
#> 13  -8.227659e-03  0.0144180845  1.576436e-02  1.211066e-02 -1.947676e-02
#> 14   7.174901e-03 -0.0056363320  1.462357e-02 -4.593919e-04  8.173726e-03
#> 15   3.304536e-03 -0.0132001029  8.777651e-03 -4.978491e-03 -2.105633e-02
#> 16   2.078069e-02  0.0303179516  8.015685e-03 -6.375911e-04 -2.619234e-03
#> 17  -3.789863e-02  0.0017010923  4.158639e-02 -1.298447e-02  5.400600e-02
#> 18  -8.725963e-03  0.0096642597  7.706080e-03 -1.431413e-02  2.360646e-02
#> 19   4.451631e-03 -0.0019324707 -3.693776e-04  1.024732e-02  3.698957e-03
#> 20   9.014238e-03  0.0049203813  3.890666e-03 -4.713976e-03  1.183484e-02
#> 21   3.354318e-04 -0.0117135632  2.407198e-02 -1.885731e-02 -3.423964e-02
#> 22   3.449918e-02  0.0112143227  1.014844e-02  8.860545e-03 -1.432983e-02
#> 23  -2.505352e-02  0.0044389348 -2.398680e-02 -6.533232e-03 -1.963034e-02
#> 24   2.364857e-04  0.0093102790 -3.347903e-03 -1.954600e-03 -1.085247e-02
#> 25   5.022004e-03  0.0104315587  6.519279e-03  7.588754e-03  5.334000e-03
#> 26   1.203776e-02  0.0075608132  4.214712e-03 -3.763149e-03  6.305082e-05
#> 27  -6.054349e-03 -0.0029298038  7.705064e-03  2.311198e-03  7.832833e-03
#> 28  -5.976420e-03 -0.0122040423 -6.391128e-03  6.711527e-04  6.858487e-03
#> 29  -1.022649e-02  0.0069071158  5.548940e-03  3.503836e-03 -1.160845e-02
#> 30  -5.727618e-03  0.0113819679  1.525376e-02  2.747435e-03 -1.209622e-02
#> 31  -5.840741e-03  0.0247073345 -6.032149e-03 -7.699458e-03 -1.541497e-02
#> 32   4.315474e-03 -0.0070854847  5.946019e-03 -6.598123e-03 -2.058385e-02
#> 33  -3.108160e-02  0.0008363109 -1.062905e-02  9.598795e-03  1.016605e-02
#> 34   1.758370e-02  0.0031817617  1.148387e-02 -2.323423e-03 -1.082441e-02
#> 35   9.644292e-03 -0.0038137644  1.453130e-02 -1.582051e-02  6.423985e-03
#> 36  -6.080985e-05  0.0043229053 -6.851877e-03 -2.755559e-05  2.095168e-05
#> 37  -6.033820e-04 -0.0124363278 -4.983942e-03 -7.694007e-03  5.256791e-04
#> 38  -1.588842e-02  0.0117064693 -1.978707e-02 -2.981019e-02  1.178900e-02
#> 39   1.090646e-02  0.0310570392  8.274706e-03 -3.954789e-03  7.023348e-03
#> 40  -2.283961e-02  0.0006761927  8.749977e-03  1.308698e-02 -4.118519e-05
#> 41  -1.748827e-02  0.0052941113 -8.468353e-03  1.185647e-03 -1.172454e-02
#> 42   1.243344e-02 -0.0219727174 -3.355138e-03  1.041120e-02 -2.255523e-03
#> 43   7.041295e-03 -0.0113860679  6.816669e-03 -2.957190e-03 -3.228336e-03
#> 44   2.704426e-02 -0.0063018001  5.667563e-04  9.154300e-03 -4.116363e-03
#> 45   6.973951e-03 -0.0161976313  2.289360e-03  2.234880e-02 -2.736076e-02
#> 46  -2.057541e-02  0.0092541784  6.729450e-03 -1.157098e-02  5.239316e-03
#> 47  -2.673563e-03 -0.0055150537 -4.912537e-03 -2.760235e-03  5.255773e-03
#> 48  -3.646812e-03 -0.0063752854 -5.098444e-04  5.393621e-03  2.670009e-04
#> 49  -1.078853e-02 -0.0111850748  2.431242e-02  1.805091e-02 -1.033787e-02
#> 50   4.403648e-03 -0.0032726432  2.656489e-02 -5.547298e-04  5.693896e-03
#> 51   1.540962e-02 -0.0043754801  3.074149e-02  1.293917e-02  5.851712e-03
#> 52   7.422029e-04 -0.0205640158  2.098539e-03 -1.284491e-02  9.314383e-05
#> 53   4.393479e-03 -0.0107871079 -1.133989e-02  2.042263e-04 -8.083885e-04
#> 54   6.626314e-03  0.0046319062 -7.383207e-03 -7.594748e-03 -5.212163e-03
#> 55  -4.433032e-03 -0.0134990146 -1.297508e-02  2.266876e-03 -8.893971e-03
#> 56   1.344640e-03 -0.0118476981 -1.006241e-02  2.544479e-02 -2.856177e-03
#> 57  -6.734717e-03  0.0021854062  1.120897e-04  6.820102e-03 -7.176920e-03
#> 58  -9.628516e-03  0.0086779311 -7.623688e-03  1.841775e-02  4.403832e-03
#> 59   6.441510e-03  0.0019444743  6.589761e-03  1.272780e-03  5.519270e-03
#> 60  -1.307379e-02 -0.0173542670 -2.208863e-03  1.079070e-02 -8.750448e-03
#> 61  -2.649274e-02 -0.0180791023  1.129075e-02 -7.418973e-03  1.417902e-02
#> 62  -5.932937e-03  0.0081102296 -1.543711e-02  1.382577e-02  1.745608e-02
#> 63  -4.513292e-03  0.0123229632 -8.043404e-03 -1.146000e-02 -5.506507e-03
#> 64   3.317809e-03 -0.0010964869  3.398229e-03 -2.313236e-02  1.337966e-02
#> 65   8.937546e-03  0.0033455734  1.156375e-03  4.741200e-03  1.347052e-02
#> 66  -1.475584e-02  0.0238401789 -3.401870e-03  7.163827e-03  2.576486e-03
#> 67   1.796297e-02 -0.0271501743  2.940223e-02 -7.343084e-04 -1.131873e-02
#> 68  -2.854065e-02 -0.0013923001 -6.579839e-04  2.201355e-02  1.083129e-02
#> 69  -2.607587e-03  0.0481506647 -5.324851e-02 -2.708872e-02  4.748048e-03
#> 70   3.465928e-02 -0.0409394310  1.403664e-02  2.650591e-02  5.167056e-03
#> 71  -4.371546e-03  0.0077518060 -8.530509e-03 -7.669628e-03 -1.032699e-02
#> 72  -1.051463e-02 -0.0255453153  6.688471e-03 -5.200613e-03  1.361244e-02
#> 73  -2.418474e-05 -0.0091411749 -1.866977e-02  9.589104e-03  2.325447e-02
#> 74  -4.000368e-03  0.0166827736 -9.231927e-03 -5.039504e-03 -5.314740e-03
#> 75  -2.110226e-02  0.0285673786  6.991606e-03 -4.564001e-03  3.395793e-03
#> 76  -5.039667e-03 -0.0087287740 -9.474276e-05  2.905394e-03  2.808492e-03
#> 77  -7.621814e-04  0.0067413031  6.702063e-03 -1.009900e-03 -8.680782e-03
#> 78  -7.772809e-03  0.0219013268 -1.021986e-03 -5.789820e-03 -4.515374e-03
#> 79   5.446795e-03 -0.0012671851  1.432903e-03  1.011685e-03  1.211786e-02
#> 80  -9.499283e-03 -0.0096315535 -1.219478e-02  7.567471e-04 -1.365391e-02
#> 81   8.164941e-05  0.0140094896  2.168539e-03  1.622036e-02 -1.547137e-02
#> 82   3.007823e-02  0.0164307220 -8.237288e-03  8.408233e-03  4.465572e-04
#> 83  -3.088330e-04 -0.0014385705 -5.149633e-03  3.887004e-03  2.184526e-02
#> 84   4.608243e-03  0.0032051407  7.356129e-03 -1.332955e-03  9.590177e-03
#> 85  -1.940453e-02  0.0003292558 -2.473785e-02  1.374147e-02 -1.986170e-02
#> 86  -1.459227e-02 -0.0152382374 -1.747664e-04  1.803183e-02 -1.643668e-02
#> 87  -8.422114e-03  0.0193597534  9.153861e-03  3.422087e-02 -1.761741e-02
#> 88   1.112974e-02  0.0109704917  2.025761e-02  1.138418e-02 -3.791070e-03
#> 89  -7.614904e-03 -0.0101948855 -3.265316e-02 -2.748309e-02 -8.230909e-03
#> 90   1.419594e-02 -0.0106359508 -5.307494e-03 -9.135933e-03  1.095019e-02
#> 91  -2.371236e-03  0.0026639960  8.834709e-03 -3.663473e-04  1.150508e-02
#> 92   1.525439e-03 -0.0255472168 -1.226027e-03 -6.070600e-03 -3.327680e-03
#> 93  -3.200980e-02  0.0120573538  3.682997e-02  1.329222e-02 -1.721070e-02
#> 94  -1.197775e-02 -0.0132490645  2.160436e-03 -1.282448e-02  6.810335e-03
#> 95   4.130045e-03  0.0056820156 -1.220838e-02 -1.199969e-02  1.548206e-02
#> 96   4.693541e-02 -0.0034255367  7.407217e-03  1.099204e-02  1.446942e-02
#> 97  -7.560523e-03 -0.0066871171 -1.428503e-02 -2.618789e-02 -1.527510e-02
#> 98   2.431664e-03  0.0072185676  4.803579e-03 -1.060313e-02  1.498290e-02
#> 99  -8.714298e-03  0.0162681040  1.142655e-02 -3.516018e-02 -1.573393e-02
#> 100 -4.568766e-03  0.0224197830  9.704884e-03  7.106976e-03 -2.462937e-03
#> 101  2.238274e-03  0.0256397206 -7.943564e-03  5.117397e-03 -1.082293e-02
#> 102  8.036090e-03 -0.0029599516  3.279863e-03  2.828725e-03  2.426576e-03
#> 103 -1.626102e-02  0.0046038121 -5.114763e-03  1.805664e-03 -4.399341e-03
#> 104 -5.117426e-03  0.0004624993 -5.844753e-03  1.997868e-02  1.906880e-02
#> 105 -1.445817e-03  0.0253342207 -1.406948e-02  2.508022e-02 -2.248959e-02
#> 106 -4.887884e-03  0.0189051229 -8.245184e-03 -2.629183e-02 -2.022709e-02
#> 107  1.779817e-03  0.0259426213 -3.639659e-02 -5.140643e-03 -5.609185e-04
#> 108 -2.392304e-03  0.0056611402 -3.897610e-04 -1.853567e-02  9.813853e-03
#> 109 -1.556587e-03 -0.0089081629 -3.375156e-02  2.278074e-02  7.228721e-03
#> 110  5.371906e-03 -0.0096328217  4.216860e-03 -1.438652e-02 -3.259864e-03
#> 111  1.234844e-02 -0.0076387310 -1.081999e-02  2.307427e-02  1.681079e-02
#> 112 -3.452068e-04  0.0096849297 -1.029589e-02 -9.519141e-04 -5.491647e-03
#> 113  8.820702e-04 -0.0067151078 -4.985365e-03  1.045650e-03 -1.485566e-02
#> 114 -8.094218e-03  0.0054971468 -1.644651e-02  1.334891e-02  3.475908e-02
#> 115 -7.204136e-03 -0.0113037183 -1.152984e-02 -1.036774e-02  1.072770e-02
#> 116  3.217152e-02  0.0078273021 -7.091157e-04 -2.433402e-02  1.171546e-02
#> 117  1.479123e-02 -0.0060921837 -3.242805e-02  3.398196e-03 -2.868668e-02
#> 118 -4.024117e-03 -0.0032424116 -2.884885e-03  1.792532e-02 -3.827904e-03
#> 119  2.463079e-03  0.0092155066  3.986583e-03 -2.370211e-02 -1.864133e-03
#> 120 -5.708166e-03 -0.0005036961 -2.287427e-03 -5.077323e-03  9.711201e-03
#> 121  7.930755e-03 -0.0351217324 -2.559006e-02 -5.376357e-03 -3.572729e-02
#> 122  1.223492e-02 -0.0018436837  5.864646e-03 -4.712436e-03  2.053488e-02
#> 123  1.971262e-02 -0.0042562895 -8.870595e-03 -1.454785e-02  1.564910e-02
#> 124 -3.511731e-03  0.0062590728  6.454396e-03  2.112084e-03  1.072092e-02
#> 125 -1.036014e-02  0.0207261325 -6.483728e-03  1.687866e-02  9.623390e-04
#> 126 -9.425872e-03  0.0054317779 -8.105610e-03 -8.775019e-03 -3.594423e-03
#> 127 -2.525612e-03  0.0065548298  1.828268e-02  1.173542e-03 -8.055131e-03
#> 128 -8.429375e-03 -0.0204117844  1.782916e-03  1.866957e-02 -7.929021e-03
#> 129  1.681455e-03  0.0288658906  8.530288e-03  1.536871e-02  1.108019e-02
#> 130 -3.617232e-02 -0.0066512958 -9.326546e-03 -1.688667e-03 -1.471440e-03
#> 131  1.772471e-02 -0.0190682558  7.786837e-03 -1.226473e-03 -2.744234e-02
#> 132  7.313426e-03  0.0410467412 -5.504307e-03 -1.117859e-02  1.328267e-02
#> 133  2.533957e-02  0.0101005197 -9.891128e-05  1.595926e-02 -3.003696e-02
#> 134  9.941103e-03 -0.0126122429  1.518338e-02 -1.259011e-03  7.700763e-03
#> 135  2.340128e-02  0.0036712548  9.239510e-03 -5.167846e-03 -3.979457e-03
#> 136  9.079210e-04 -0.0195131515  8.556319e-03  4.264886e-03 -5.756945e-03
#> 137  2.420664e-02 -0.0024542907 -1.359955e-02 -2.684495e-02  2.585458e-02
#> 138  1.293148e-02  0.0104003772 -1.073086e-02  1.387267e-02 -3.240574e-03
#> 139 -6.402962e-03  0.0075345933  1.322835e-02 -2.637765e-03 -1.631284e-02
#> 140 -1.317475e-02  0.0026836027  2.361283e-02  5.359979e-03  4.710274e-03
#> 141 -2.128433e-02 -0.0207701800 -1.068625e-02  1.166650e-02 -1.327041e-02
#> 142  4.694121e-02 -0.0112480874 -2.394820e-02 -9.004317e-03 -1.698026e-02
#> 143  1.054325e-02 -0.0047455182 -6.480972e-03 -6.762045e-03  1.052847e-02
#> 144  1.851914e-02 -0.0081569068  1.043718e-02  1.396293e-02  1.739104e-03
#> 145 -6.447979e-03  0.0021901064 -1.259055e-02  3.020715e-03  3.939012e-03
#> 146 -1.688967e-02 -0.0149929230 -4.390486e-02  5.554141e-03  9.331501e-03
#> 147  7.119531e-03  0.0022081513  4.899797e-04 -4.992172e-03  7.633671e-04
#> 148  3.324500e-03 -0.0066753524  4.166752e-03  9.213648e-03 -2.903827e-03
#> 149  2.414517e-02 -0.0303144427  3.332639e-03  1.449421e-03  4.448159e-03
#> 150 -3.420175e-03 -0.0083119202  1.019558e-02 -1.021162e-02  6.957206e-03
#> 151 -1.012864e-03 -0.0154407815 -9.416597e-04  8.632518e-03 -2.188566e-02
#> 152 -3.068992e-03  0.0219224847  3.081530e-03 -7.829906e-03 -7.108001e-03
#> 153  1.242010e-02 -0.0026146095  1.216898e-02  1.817156e-02  3.801992e-03
#> 154  8.353134e-03 -0.0106079347 -7.268968e-03 -2.375749e-02  3.097494e-03
#> 155 -2.743310e-03  0.0035478518 -1.140908e-02 -6.942614e-04  4.166609e-03
#> 156  9.542878e-03  0.0240806449 -6.580855e-03  1.754326e-02 -2.952048e-03
#> 157  3.022900e-03  0.0038340199  3.420129e-03 -7.642453e-04  2.022176e-03
#> 158  2.515370e-03  0.0085114859  4.715738e-03  6.063798e-03 -4.658288e-03
#> 159  1.837312e-03 -0.0154219375 -2.314159e-03 -4.530155e-03  3.322306e-03
#> 160  1.434033e-02 -0.0013515951  2.510703e-02  4.974299e-03  1.752622e-03
#> 161 -7.404035e-04 -0.0073901106 -5.135532e-03  1.606501e-03 -5.661888e-04
#> 162 -3.341139e-03 -0.0054248006  1.013623e-04 -2.587427e-02 -1.249949e-02
#> 163 -6.769236e-03 -0.0011075605 -3.508438e-03  7.834570e-03 -1.097448e-02
#> 164 -2.556213e-02 -0.0308420252  3.775055e-02 -3.011971e-02  3.016361e-02
#> 165 -1.254268e-02  0.0185740151 -1.010892e-02 -4.764761e-02 -2.157836e-02
#> 166 -2.940938e-03 -0.0098216248 -7.738405e-03  1.050370e-02 -2.257411e-02
#> 167 -4.464673e-02 -0.0306055835  2.004441e-02  2.074515e-02 -1.473032e-02
#> 168  3.258382e-03  0.0060052080  1.137624e-02 -1.606910e-02 -1.327403e-02
#> 169 -7.499148e-04 -0.0039867268 -8.311034e-03  9.448649e-03  5.589694e-04
#> 170  8.028853e-03 -0.0194191624 -1.300014e-02 -1.943893e-02 -4.700412e-04
#> 171  7.684103e-03 -0.0180938732 -1.092710e-02  1.668197e-03 -2.115246e-05
#> 172  9.006431e-03  0.0081555000  1.004294e-02  1.495375e-02 -1.667079e-03
#> 173 -1.575428e-02  0.0105542888  8.982785e-03  4.909879e-03  1.284839e-03
#> 174 -3.610782e-03 -0.0073752099 -4.008436e-03 -1.161126e-02 -1.548669e-02
#> 175  5.373069e-03 -0.0032543440  1.578095e-02  3.037939e-03  7.084205e-03
#> 176 -8.373481e-04  0.0035264620  6.544452e-03 -2.975304e-04  1.083647e-02
#> 177 -2.185805e-02 -0.0031363450  7.074080e-03 -1.726665e-02 -4.789658e-03
#> 178  2.062598e-03  0.0043057874  5.141601e-03  7.953911e-03  5.814056e-03
#> 179 -6.583194e-03 -0.0024557777 -2.189987e-03 -4.651513e-03 -2.701565e-04
#> 180  1.919251e-02  0.0341650020  2.259121e-02  3.159662e-02 -1.955242e-03
#> 181 -5.281606e-03 -0.0081268397 -5.558359e-03  1.791443e-02 -7.870389e-04
#> 182 -2.983691e-02  0.0059196588 -8.271726e-03  9.461005e-03 -4.035296e-04
#> 183 -9.174080e-04  0.0008834458 -1.126312e-02 -9.132807e-03  7.140822e-03
#> 184 -3.924121e-02  0.0236600949  3.218234e-03  2.673450e-02 -7.428552e-03
#> 185 -1.194844e-02  0.0112913672 -6.409438e-03 -1.143592e-03 -4.213706e-03
#> 186  6.829693e-03  0.0014458298  4.210470e-03 -2.535220e-02 -5.114419e-03
#> 187 -1.047368e-02 -0.0140913760  1.234389e-02 -1.004940e-02  1.357442e-02
#> 188  7.691518e-03 -0.0064451657  1.714944e-03  1.010824e-02  1.186440e-02
#> 189  5.806893e-03 -0.0068154293  8.303773e-03 -2.547601e-02 -2.127080e-02
#> 190  5.501118e-03 -0.0053732793  1.074775e-02 -1.685109e-03  6.506566e-03
#> 191  1.126640e-03 -0.0046767333 -2.231567e-02  9.947017e-03  1.915581e-02
#> 192 -7.935565e-03 -0.0218266914  9.743425e-03 -1.277325e-03  2.348950e-02
#> 193 -3.772508e-03 -0.0052232583 -6.689129e-03  5.783902e-03 -2.625533e-03
#> 194  1.001695e-02  0.0051824868  1.185140e-02 -1.631315e-02 -3.432920e-03
#> 195 -8.784314e-03 -0.0023220835 -2.100970e-02  2.132587e-02  1.708016e-02
#> 196 -2.560467e-02 -0.0343061032 -2.761147e-02 -1.619799e-02  3.316650e-03
#> 197 -4.568329e-03 -0.0481147875 -2.492177e-02 -3.039498e-02  1.290272e-02
#> 198  7.243284e-03  0.0044635284 -1.291360e-02  1.882857e-02  1.308148e-02
#> 199 -1.789511e-02  0.0226408931  5.889253e-03 -3.997208e-03  2.469547e-03
#> 200 -5.541306e-03  0.0028587839 -1.591286e-04 -4.104383e-03 -4.309780e-03
#> 201  9.667935e-03 -0.0028647376  3.278118e-03 -9.235633e-03  3.996028e-03
#> 202  1.086903e-02 -0.0115215386  1.923546e-02  5.905599e-03  1.056024e-02
#> 203 -7.599547e-03  0.0077087139 -2.785859e-02  1.250237e-02 -2.406368e-02
#> 204  6.090123e-03 -0.0098001931  3.360607e-02 -1.331416e-02 -2.680011e-02
#> 205 -5.933492e-03 -0.0139500069  4.873743e-03  1.347544e-02 -6.442017e-03
#> 206  6.213408e-04 -0.0085251153 -4.524198e-03  3.080187e-02  4.133537e-03
#> 207 -6.385199e-03  0.0059572817 -5.496394e-03  9.673050e-03  8.423672e-03
#> 208 -9.838631e-03 -0.0041584225  5.926009e-03 -2.837908e-03  2.503416e-03
#> 209 -4.398544e-04 -0.0102339739 -2.442846e-02  1.565506e-02  3.701091e-03
#> 210 -3.382062e-03  0.0091026462  2.085122e-02 -1.705481e-02  1.106999e-03
#> 211  7.904395e-03  0.0011277059 -1.430520e-02 -1.055379e-02  7.071924e-04
#> 212  6.235753e-03  0.0287501750 -4.862647e-03 -8.315172e-03  1.254123e-02
#> 213  1.888387e-03 -0.0131155999  8.442570e-03 -4.170926e-04  7.307844e-03
#> 214  1.581967e-02 -0.0015624314 -1.663012e-02 -5.227211e-03  7.084660e-03
#> 215  1.160024e-02 -0.0177388694 -1.330907e-02  2.833372e-02  1.324297e-02
#> 216 -8.614001e-03 -0.0023691707  2.591068e-02 -2.501712e-02 -6.171216e-02
#> 217 -1.099395e-03 -0.0023083916  6.591542e-03  5.337966e-03  2.729545e-03
#> 218 -8.539753e-05  0.0003229674 -5.070596e-03  6.972046e-03  8.813443e-03
#> 219 -6.912500e-03  0.0022591894  1.010052e-03  1.394220e-02  1.551652e-03
#> 220  8.487063e-03 -0.0036932224  1.597400e-03 -1.688685e-02  1.081833e-03
#> 221  2.837788e-02  0.0146658753  8.609426e-03 -7.796186e-03  1.752615e-02
#> 222  6.202669e-03  0.0088308594  2.143500e-02  5.253754e-03 -1.249583e-03
#> 223  2.037634e-02  0.0048831234  8.582143e-03 -2.141214e-02 -1.152723e-02
#> 224 -2.051973e-02 -0.0083532394  1.248001e-02  5.063982e-03  6.942958e-03
#> 225 -4.712994e-02 -0.0007661959  1.874013e-02 -2.656347e-03  1.249917e-02
#> 226 -7.936361e-04 -0.0092465812 -4.651806e-03 -4.233771e-03  4.534809e-03
#> 227  3.495173e-03  0.0105066997  7.677717e-03 -1.278492e-02  8.726050e-03
#>     pca_factor_76 pca_factor_77 pca_factor_78 pca_factor_79 pca_factor_80
#> 1    1.078183e-03 -1.252150e-02 -7.302162e-03  8.774992e-03  2.088366e-02
#> 2    5.288832e-03  1.030807e-03 -9.184283e-03  3.802436e-03 -7.616421e-03
#> 3   -4.191831e-03 -2.446226e-02 -8.914295e-03 -1.928815e-02 -1.252200e-02
#> 4   -9.319554e-03  6.272017e-03 -3.077019e-03 -7.887029e-03  6.704440e-03
#> 5   -1.443280e-02  1.313169e-02 -8.885067e-03 -1.085682e-02  1.335700e-02
#> 6    8.442226e-03 -2.550725e-02  1.994235e-02  6.489815e-03  8.988333e-03
#> 7    3.108489e-03  4.524739e-03  1.151068e-02  3.075016e-03 -5.508529e-03
#> 8    8.185043e-03 -2.404651e-03 -3.398269e-03 -8.230669e-03 -3.173296e-03
#> 9   -2.030547e-02 -2.901175e-02 -3.145679e-03 -1.601555e-02 -4.921716e-03
#> 10   5.344739e-04  1.355103e-02  3.678352e-03  2.038030e-02  4.797595e-03
#> 11   2.758856e-03  1.782225e-03  1.027468e-02  1.896004e-03 -1.169946e-02
#> 12   9.107328e-03  1.693179e-02  2.164760e-03  1.089454e-02 -4.816490e-04
#> 13  -5.812734e-03  1.679569e-02 -2.390134e-02  1.195384e-02  1.305317e-02
#> 14  -3.973063e-03  8.887871e-03 -1.185864e-02 -6.423705e-03 -2.639009e-02
#> 15   1.744359e-02  9.149142e-04  1.911858e-02  1.264830e-02 -1.231108e-02
#> 16   4.740901e-03 -1.680722e-02  1.626045e-03  8.197688e-03 -4.946604e-03
#> 17   3.108970e-02  3.587720e-03  9.900758e-03  1.165371e-02 -2.217547e-02
#> 18   3.863271e-02 -6.106121e-03 -6.743606e-03  6.459568e-03 -3.480342e-03
#> 19   7.509007e-03 -3.851556e-03  1.665073e-03 -5.452569e-03  4.127590e-03
#> 20   7.248462e-03 -6.498727e-03 -5.469702e-03  4.236763e-03  1.568873e-02
#> 21   1.378928e-02  5.676997e-03  1.746553e-02 -1.401843e-02 -1.242662e-03
#> 22  -1.186189e-02  2.217931e-02  9.520866e-03 -5.126084e-03 -3.966374e-03
#> 23  -1.645299e-03  5.861717e-03 -1.521451e-03  2.488598e-03 -3.666984e-02
#> 24  -1.720709e-02  1.813026e-02  1.397962e-02 -3.564105e-03  4.598183e-03
#> 25   1.650638e-02 -1.309976e-02 -1.242570e-02 -1.345864e-02 -6.016065e-03
#> 26   3.332406e-03 -1.917121e-02  1.460275e-03  1.069570e-02 -5.788131e-03
#> 27   1.633740e-03 -1.517917e-02 -5.291808e-03  7.968188e-03  2.915390e-03
#> 28   7.273150e-03  7.084654e-03 -6.767305e-03  5.660332e-03 -1.542683e-02
#> 29   2.874182e-02  8.738345e-03 -1.667904e-02  1.419854e-02  5.644254e-03
#> 30  -3.613405e-02  5.097573e-03  3.914493e-03  3.900029e-02  1.343729e-02
#> 31   1.484864e-02 -1.243303e-02  1.237430e-02  5.498978e-03  4.321974e-02
#> 32   1.666181e-02  2.554375e-03  9.508009e-03  1.991619e-02 -2.519609e-02
#> 33  -2.575381e-03  1.024756e-02 -2.523103e-03 -1.067018e-02 -5.795539e-03
#> 34   1.701204e-02  1.293735e-03  1.662056e-02  9.468323e-03 -2.076322e-02
#> 35  -1.797820e-02  1.283757e-02 -1.619697e-02 -1.031226e-02 -1.081289e-02
#> 36  -6.776202e-04 -1.286300e-02 -9.690016e-03 -2.553535e-03  1.798251e-03
#> 37  -1.036587e-02 -7.478595e-03 -8.323326e-03 -2.017560e-03  3.989055e-03
#> 38  -1.283891e-02 -1.098679e-02  2.416935e-03 -9.020287e-03  1.163168e-02
#> 39   7.856421e-03  2.015072e-02 -2.154441e-03  3.582896e-02  2.889207e-03
#> 40   5.702631e-04 -2.065318e-02  5.944595e-03 -4.924778e-03 -9.976402e-03
#> 41   1.631168e-02  1.870195e-02 -1.291992e-02 -5.975607e-03  1.012262e-02
#> 42  -1.979223e-02  1.273520e-02  4.949486e-03 -9.287872e-03  3.001243e-03
#> 43  -3.948229e-03 -8.497413e-03 -1.712793e-02  8.843404e-03  1.712488e-02
#> 44  -1.508514e-02 -2.196618e-02 -5.973447e-03 -1.205862e-02 -4.460346e-03
#> 45  -1.760883e-02 -1.156861e-02  1.423095e-02 -5.593432e-03  9.639003e-03
#> 46  -8.898825e-03  4.135252e-03  1.637568e-02  1.560122e-03  6.311504e-03
#> 47   1.799474e-05 -6.412469e-04 -5.973094e-03  1.777917e-04  7.915014e-03
#> 48  -2.196144e-03 -4.709621e-03  2.592377e-03 -1.645685e-02  2.398465e-02
#> 49   6.812288e-03 -2.122547e-03 -3.245460e-02  1.343292e-02  8.527891e-03
#> 50   1.840988e-02  2.162542e-02  9.051979e-03 -1.425191e-02  5.172976e-03
#> 51  -1.954516e-03  8.370692e-03 -7.897767e-03 -1.388422e-02 -1.858091e-02
#> 52  -7.532238e-03  2.114086e-02 -1.617131e-02 -1.038932e-02  1.620247e-02
#> 53  -2.966412e-03 -1.046332e-02 -6.207806e-03  3.985459e-03 -3.985817e-03
#> 54  -8.528689e-03  1.622205e-02  2.932879e-03  9.891340e-04  5.869739e-05
#> 55   1.348281e-02  9.286455e-03 -5.290965e-03 -2.019472e-02  1.684151e-03
#> 56   2.937116e-02  1.719267e-04  1.573073e-02  9.987492e-03 -9.094031e-03
#> 57   1.443663e-02  5.745657e-03 -5.395708e-03  1.044710e-02  4.692273e-03
#> 58   4.173177e-04  7.210067e-03  1.754618e-03 -4.338027e-03  1.468268e-03
#> 59  -3.042997e-03 -7.518656e-03 -6.587817e-03  6.248162e-03  3.209607e-02
#> 60   1.838610e-02 -5.998174e-03 -1.472531e-02 -3.348561e-02 -5.611262e-04
#> 61   2.670470e-03  1.241840e-02  7.016818e-03 -9.195260e-03  1.022878e-02
#> 62   1.166868e-03 -6.699468e-03 -1.739794e-02  5.021356e-03 -1.446407e-02
#> 63  -8.491627e-03 -9.326977e-03 -1.727426e-02  6.727859e-03 -1.255288e-02
#> 64   7.972564e-04  1.372087e-02 -1.426355e-03 -6.436623e-03  1.257166e-02
#> 65   2.126712e-02 -3.324531e-02 -3.361312e-03  3.038021e-03 -7.238393e-04
#> 66   2.974167e-03  1.180818e-03  7.448158e-04 -5.300781e-03  1.141946e-02
#> 67  -1.008832e-02  1.515756e-03 -6.525297e-03 -1.225376e-03 -2.120455e-02
#> 68  -1.490016e-03  3.962291e-02  4.668191e-03 -1.204911e-02 -8.554277e-03
#> 69   1.066327e-02 -2.230488e-03 -7.354791e-03 -2.261143e-02 -4.461769e-03
#> 70  -2.026992e-02 -1.730963e-03 -1.300099e-02  1.188270e-02  8.779364e-03
#> 71  -2.553412e-02  5.449415e-03 -3.456421e-03 -7.086863e-04  1.264446e-03
#> 72   1.587082e-02  5.658430e-03 -1.378473e-02  2.679368e-02  1.688842e-02
#> 73  -1.185166e-02  1.046722e-02 -6.461003e-03  9.148649e-04 -5.235384e-04
#> 74   5.156281e-03 -1.204197e-02  4.435057e-03  9.105824e-03  1.691608e-02
#> 75  -8.521094e-03 -3.223439e-02  5.936954e-03  1.968868e-02  3.577255e-03
#> 76  -2.027139e-02  7.372555e-03  3.910210e-02 -3.884261e-02 -1.668119e-03
#> 77   2.884012e-03 -2.222332e-03  2.368518e-03  1.049633e-04  2.372225e-03
#> 78  -9.340344e-03  1.065376e-02 -1.114123e-03 -1.127056e-02 -8.650483e-03
#> 79   2.509458e-03 -9.560438e-03 -8.430444e-03  7.377116e-03  1.940349e-02
#> 80   9.612624e-03  8.225628e-03 -2.990744e-03  2.168196e-03  1.255026e-02
#> 81   3.493471e-03  1.835443e-02  2.454612e-02 -1.154970e-02  2.186888e-02
#> 82  -6.787824e-03  3.621415e-03  1.070940e-02 -6.666931e-04 -4.487578e-03
#> 83  -1.047886e-02  7.180446e-03 -3.178136e-03 -7.030427e-04  2.026161e-02
#> 84  -5.126914e-03 -1.722682e-02  5.561714e-03  1.726131e-03 -3.602999e-03
#> 85  -1.928634e-02 -5.876926e-03  1.648830e-03  7.155306e-05  1.609256e-03
#> 86   3.121987e-02 -8.175638e-03 -3.689279e-02 -4.241624e-02  6.903713e-03
#> 87  -2.560646e-02  2.567439e-02  1.229383e-02 -1.122694e-02 -1.058395e-02
#> 88  -9.662000e-03 -1.171160e-02  1.408252e-02 -7.480706e-03  9.486650e-03
#> 89   5.933281e-03  2.843978e-02 -2.515733e-03  4.668167e-03  2.696380e-03
#> 90   1.612336e-02  1.148618e-02  1.060712e-02  1.023987e-02 -1.215626e-02
#> 91   8.042069e-03 -9.391607e-03  8.780943e-03  4.704551e-03 -1.043466e-02
#> 92   1.700130e-02  2.811401e-03  4.236571e-03  6.231838e-03  5.306959e-03
#> 93   3.283101e-03  5.188598e-03 -2.058731e-02  3.617830e-02 -8.735509e-03
#> 94  -1.151481e-03 -1.145633e-05 -7.698880e-03  2.874049e-03 -3.904757e-03
#> 95  -6.542823e-03  1.494636e-02 -1.603792e-02 -5.616829e-03 -2.916169e-03
#> 96   2.060708e-02  2.181803e-02  8.084223e-03 -1.609559e-03  6.121485e-05
#> 97   1.009133e-03  3.648909e-03  2.184851e-03  9.853846e-03 -3.362329e-03
#> 98  -1.035911e-02  5.428180e-03 -2.099968e-02 -6.984417e-03  3.656131e-03
#> 99  -3.114695e-04 -3.775836e-03 -4.883945e-04 -1.587972e-02  2.075569e-02
#> 100 -1.280842e-03  3.374566e-03  4.937395e-03 -8.165723e-03  3.414765e-03
#> 101 -1.579948e-02  2.121058e-02 -3.756698e-03  6.318819e-03 -5.833378e-04
#> 102  1.512732e-02 -2.079110e-02  1.762464e-03  1.296680e-02  1.327508e-02
#> 103  1.542868e-02  5.489782e-03  7.595146e-03 -3.308013e-03 -2.996201e-03
#> 104  9.103119e-04  1.431575e-03 -1.077202e-03 -3.310667e-03  2.251029e-03
#> 105 -1.604873e-02 -3.533728e-03 -1.591018e-03  4.534117e-03 -2.466763e-02
#> 106  2.513250e-03 -1.455812e-02  3.830239e-03  7.637892e-03  3.272468e-02
#> 107  1.072845e-02 -5.490566e-03 -1.104168e-02 -1.774473e-03 -4.272137e-03
#> 108 -1.951319e-02  1.032768e-03 -1.874967e-02 -1.543449e-03 -3.721667e-03
#> 109  8.649802e-03 -8.548599e-03  1.664290e-02  2.283561e-02  8.993539e-03
#> 110 -4.988341e-03 -4.514349e-03 -5.130028e-03  2.546977e-03 -7.826705e-03
#> 111  1.473408e-02 -9.891194e-04  1.290347e-02  2.276381e-03  2.886602e-02
#> 112 -9.641677e-03  2.204714e-02  1.199093e-02  2.109741e-03  3.458861e-03
#> 113  4.622510e-03 -1.053043e-04  1.924618e-03  7.254298e-03 -2.635301e-02
#> 114 -1.042198e-02  1.458636e-03 -2.106863e-02 -3.216533e-04  7.219144e-04
#> 115 -1.164413e-02 -1.952033e-03 -1.077366e-02 -1.646335e-04 -1.369355e-02
#> 116 -3.354716e-02  5.211803e-03  6.415162e-05  7.505507e-02 -1.923891e-03
#> 117 -4.166046e-03  2.295268e-02  1.409506e-02  5.898892e-03 -4.364796e-03
#> 118  4.810475e-03  5.355549e-03  6.833961e-03 -1.682437e-03 -9.722702e-03
#> 119 -9.832096e-03 -2.981223e-03 -3.555987e-03 -1.499310e-03 -1.020519e-03
#> 120 -3.808552e-02 -9.952530e-03  2.713168e-02  1.247215e-02 -8.021478e-03
#> 121  1.670611e-02  4.165120e-02 -4.232149e-02  2.920919e-02  1.896924e-02
#> 122 -1.407071e-02  1.191239e-02 -6.966008e-03 -1.216288e-03  2.123131e-02
#> 123 -1.454539e-02  8.735663e-03  2.229793e-02 -5.857297e-03 -4.545073e-03
#> 124  7.846441e-03 -1.010765e-02  9.454942e-03  4.248181e-03 -1.326675e-02
#> 125  7.806878e-03 -7.677180e-03  1.311249e-02  5.101619e-03  3.374630e-02
#> 126  4.210622e-04  8.662006e-03 -1.411545e-02 -3.387904e-03 -2.114226e-02
#> 127 -7.171611e-03  8.666251e-03  6.732243e-03 -5.928905e-03  1.968599e-03
#> 128 -2.079433e-02 -6.560247e-03 -2.030775e-03 -9.111593e-03  1.600636e-02
#> 129  1.041999e-02  4.429235e-03  2.509974e-02 -6.897910e-03 -4.054895e-03
#> 130  1.462339e-02  9.110444e-03  9.080681e-04  1.186483e-02 -7.245303e-03
#> 131  1.482965e-02 -1.381092e-02  2.369769e-02  1.144078e-02  3.947121e-04
#> 132 -7.743427e-03 -2.691067e-02  1.254083e-02 -1.337991e-02 -1.942106e-02
#> 133  2.547444e-02 -2.050320e-03 -2.859794e-02  9.300603e-04  7.917354e-03
#> 134 -1.203774e-02  5.927288e-03 -1.247375e-02 -7.706654e-03 -2.338646e-02
#> 135 -2.006254e-03 -1.061513e-03  7.243221e-03  4.617716e-03  1.133861e-03
#> 136  1.886194e-02 -1.831157e-03  2.993361e-02 -2.941014e-03  1.403905e-02
#> 137 -1.718333e-02  8.349535e-03  2.908087e-02  2.373846e-02 -5.652423e-03
#> 138  2.982047e-03 -1.233151e-02 -1.151845e-02 -3.450238e-03 -1.347894e-02
#> 139  9.183227e-03  4.237420e-03 -2.188183e-02  3.397665e-03 -2.713848e-03
#> 140 -1.978601e-02 -1.059248e-02 -1.067656e-02  2.078223e-02 -2.091233e-03
#> 141 -1.749805e-02 -3.750132e-02 -1.545983e-02  1.696072e-03  3.122811e-03
#> 142  8.235207e-03  6.063393e-03 -5.470881e-03 -1.285543e-02  1.582912e-02
#> 143  1.610171e-03 -9.200810e-03  6.160643e-03 -4.070817e-02 -9.892222e-03
#> 144 -8.265997e-04 -3.053876e-03 -3.536831e-03 -1.517368e-02  2.550440e-03
#> 145 -1.308730e-02 -1.893553e-03 -7.155725e-03  7.428287e-03 -8.801707e-03
#> 146  1.206868e-02  1.003983e-02  1.183090e-02  1.173924e-02 -6.526010e-03
#> 147  1.173808e-03  6.715175e-03  3.825266e-03 -5.822078e-03 -1.250130e-04
#> 148 -7.422167e-03 -2.022405e-02 -2.771803e-02  2.830715e-03  2.351003e-03
#> 149  3.933095e-04 -2.282626e-03  1.455891e-02 -1.573365e-02 -4.045884e-03
#> 150 -2.006263e-03 -3.960554e-03  1.791312e-03 -2.048856e-02 -5.673453e-03
#> 151 -1.529364e-02  4.139229e-04  1.290793e-02  1.862854e-03  7.205794e-03
#> 152  1.856658e-02  5.115539e-03  1.707577e-02 -2.453936e-02 -1.948371e-02
#> 153  8.401808e-03  1.159585e-02  1.798512e-02 -6.431595e-03  1.013052e-02
#> 154 -5.464920e-03  8.880851e-03 -1.100892e-02 -2.397561e-04  9.151615e-03
#> 155  1.927868e-02 -6.645488e-03  1.120938e-03 -2.908373e-04 -2.213524e-02
#> 156 -4.067283e-03 -2.377318e-02 -1.440692e-02  2.964695e-03 -5.305657e-03
#> 157  3.017875e-04  4.546447e-03  1.847980e-02 -5.939368e-03  1.804192e-02
#> 158 -4.818004e-03  1.789890e-02  1.278981e-02 -2.783931e-03  5.419292e-03
#> 159  5.533316e-03 -1.276580e-02 -4.999208e-03  1.249090e-02 -4.454153e-03
#> 160 -1.658693e-02  4.259682e-03 -6.866899e-03 -4.764305e-03  8.134042e-03
#> 161  2.796027e-03  4.142787e-03  2.389364e-06  2.312730e-03 -8.446907e-03
#> 162  1.283710e-02 -3.324681e-03  1.999778e-02  4.395749e-03  7.072934e-03
#> 163 -1.268629e-02 -4.168721e-03 -3.060319e-03  3.644762e-03 -2.150331e-02
#> 164  2.112014e-02  1.882152e-02  7.187204e-03  5.272915e-03  5.140980e-03
#> 165  5.763384e-03 -2.720207e-02 -2.631992e-02 -4.290187e-03 -6.652899e-03
#> 166  3.299964e-05  7.705080e-03  6.472613e-03  1.057935e-02 -3.868849e-03
#> 167 -5.243013e-02 -1.887850e-02 -8.288248e-04  4.307819e-03  1.295356e-02
#> 168  2.828159e-03  5.164451e-03 -1.447301e-03 -2.476828e-03 -7.872325e-03
#> 169  7.786516e-03 -3.488678e-02  2.249242e-03  1.122024e-03 -1.417970e-02
#> 170  9.224748e-03  2.924149e-02 -1.350958e-03 -7.079407e-03  6.198178e-03
#> 171  4.165701e-03 -1.424239e-03 -1.050943e-03  8.338567e-03 -1.485442e-02
#> 172  2.759495e-02 -7.761762e-03 -3.222945e-02 -2.158343e-02  8.694985e-03
#> 173 -5.479660e-03 -5.735080e-03  1.394089e-02  8.338497e-03 -1.674262e-03
#> 174  1.169540e-02 -2.309192e-03  1.460771e-02  5.158934e-03 -9.834588e-03
#> 175  4.875333e-03  2.933229e-03 -2.911157e-03  3.862976e-03 -2.296098e-03
#> 176  4.046953e-03 -4.421922e-03  1.396592e-02  9.522677e-04 -1.255393e-02
#> 177 -3.784424e-03 -9.922643e-03  1.130387e-02 -1.079030e-02 -1.074456e-02
#> 178 -5.542614e-03  8.776803e-03 -1.761900e-03 -1.263341e-02  2.757467e-02
#> 179 -2.818824e-03 -1.123352e-02 -8.781649e-03  4.441712e-03  1.466395e-02
#> 180  1.529131e-02  1.261334e-02 -4.069415e-03  2.325519e-02 -9.138781e-03
#> 181  1.071163e-02 -9.366726e-03 -1.361845e-04  1.788259e-03 -3.538175e-03
#> 182 -1.158600e-02  1.322243e-02 -6.453322e-03 -9.528140e-03 -6.722670e-03
#> 183  4.872436e-03 -1.477076e-03  1.746818e-02  4.298175e-03 -1.445874e-02
#> 184 -1.549575e-03  1.552609e-02  1.478313e-02  6.398232e-03 -8.812791e-03
#> 185 -3.370773e-03  2.069547e-02 -1.302694e-03 -1.698404e-02  5.454616e-03
#> 186 -1.064519e-02 -1.154214e-02 -7.936399e-03  6.861625e-03 -7.254480e-03
#> 187  1.134542e-02 -2.572891e-02  7.120072e-03  1.249984e-02  3.630115e-04
#> 188  4.915123e-03  9.469605e-04  1.458560e-02  4.526563e-03  9.196336e-03
#> 189 -4.241566e-03 -1.141407e-02  5.036633e-05  2.895033e-03 -2.031879e-03
#> 190  2.317816e-03  1.155151e-02 -1.130462e-02 -5.499740e-03  1.814327e-03
#> 191  1.000592e-02 -3.716083e-03 -3.345936e-04  7.100590e-03  4.769831e-03
#> 192 -4.759900e-03 -2.223541e-02 -1.238376e-02 -7.528628e-03  7.667237e-03
#> 193 -3.530268e-04 -8.825558e-04 -1.497595e-04  2.263984e-03  2.608784e-03
#> 194 -1.413018e-02 -6.016874e-04  7.765500e-03 -6.916714e-03  1.303877e-02
#> 195  5.348998e-03 -3.690853e-03  8.600687e-03  1.035495e-02  1.806180e-03
#> 196 -5.706602e-03 -1.892275e-02  2.326429e-02 -1.548440e-02  1.457922e-02
#> 197 -1.012815e-02 -1.791324e-02  1.873238e-02 -4.389709e-03 -8.259602e-03
#> 198  1.444522e-02  1.465764e-02  1.560218e-03 -2.166157e-03 -3.703121e-03
#> 199 -1.243113e-02  1.355217e-03  1.337053e-02 -9.467560e-03  3.780202e-03
#> 200  1.767776e-02  2.660650e-03 -1.036461e-03  4.919856e-03  6.658463e-05
#> 201  7.439571e-03  3.395954e-03 -1.650485e-02  1.526078e-03 -1.604227e-02
#> 202 -1.181448e-02  6.941657e-03 -1.171463e-02 -1.063650e-02 -2.388514e-02
#> 203 -1.786693e-02 -1.480691e-02 -5.488805e-03  6.836958e-03  1.719826e-03
#> 204  4.671965e-03 -2.233657e-02  7.802960e-04  1.475977e-03 -1.830382e-02
#> 205  5.675605e-03 -2.168528e-03 -3.195634e-03 -6.366097e-03 -9.358406e-03
#> 206 -6.117413e-03  3.676507e-03  4.020885e-03  7.137778e-03 -2.226010e-02
#> 207 -9.066619e-04  4.759289e-03 -1.298740e-02  2.790528e-03  1.625125e-03
#> 208 -2.534100e-02  1.757652e-02 -2.336571e-02 -1.003303e-02 -2.563757e-02
#> 209 -3.846111e-03  5.964198e-03  3.200738e-03  1.098831e-02 -1.089988e-02
#> 210 -1.657066e-02  2.890025e-03 -3.651942e-03 -1.394555e-02  1.546650e-02
#> 211  8.184387e-03 -1.919402e-02 -1.688492e-02  1.701847e-03 -5.921411e-04
#> 212 -3.578650e-03  1.983137e-02 -1.822438e-02 -1.359306e-02  6.003943e-03
#> 213 -7.110945e-03  7.815890e-03 -1.218925e-02 -4.493807e-03 -2.090096e-02
#> 214  7.588371e-03 -4.143153e-03 -1.733870e-02 -1.482796e-02  8.757365e-03
#> 215 -6.515076e-04  1.336276e-03  1.528883e-02  1.581028e-02  7.752912e-03
#> 216  1.491385e-02 -4.824017e-03  2.998930e-02 -1.148709e-02 -1.117175e-02
#> 217 -1.603120e-02 -2.364513e-03  1.275661e-02 -2.056650e-02  4.526686e-03
#> 218 -1.610104e-02  1.061028e-03 -3.822370e-03 -6.744289e-04  3.540467e-03
#> 219  1.782611e-02 -1.152496e-02  1.149152e-02 -1.433605e-03  1.345288e-02
#> 220 -1.039636e-02  1.557659e-02 -2.998077e-03 -2.741933e-03  7.879180e-03
#> 221  6.396215e-03 -1.583560e-02  5.312263e-03 -7.397997e-03  1.417937e-04
#> 222 -1.076843e-03 -7.832037e-04 -1.754336e-03 -8.602001e-03  1.062734e-02
#> 223 -4.009368e-03 -8.754838e-03  1.368619e-02  9.193997e-04  1.086302e-02
#> 224  4.397964e-03 -4.041876e-03  1.387133e-03  8.145710e-03 -3.882958e-03
#> 225  9.902094e-03 -2.297109e-04  4.758861e-03 -6.442660e-04  1.082036e-02
#> 226 -4.404457e-03  4.160013e-03 -5.773213e-03  4.451877e-04 -4.219483e-03
#> 227  2.629416e-03 -3.864949e-03 -9.904882e-03 -2.957016e-03  8.741938e-03
#>     pca_factor_81 pca_factor_82 pca_factor_83 pca_factor_84 pca_factor_85
#> 1   -7.368591e-03 -1.202835e-03 -1.477227e-03  0.0090393244 -7.291578e-04
#> 2   -1.295723e-02  1.422500e-03 -1.622130e-03  0.0117346247  4.578716e-03
#> 3    2.517018e-02  1.324914e-02 -5.817333e-05  0.0070092822  1.557786e-02
#> 4    2.261765e-04  1.032491e-03 -3.848187e-03  0.0012625385 -9.148673e-03
#> 5    1.435844e-02 -9.258615e-03 -3.353159e-02 -0.0069056360  2.157403e-03
#> 6   -2.516533e-02 -2.489204e-02  3.145947e-02 -0.0137665333  3.090639e-02
#> 7   -7.485606e-03 -1.538651e-02 -1.201910e-02 -0.0083191441  1.318857e-02
#> 8    2.122861e-03  1.878364e-03 -6.137246e-03  0.0019980618  2.527274e-02
#> 9    2.548260e-03  1.728283e-02 -5.917229e-03 -0.0026574592 -6.555478e-03
#> 10   1.912844e-03 -4.595900e-03  1.242591e-03 -0.0158560855 -6.062725e-03
#> 11   1.744837e-02  1.260945e-03 -3.067964e-03  0.0144856914  1.317106e-02
#> 12   1.080275e-02  3.354925e-04  1.559184e-02 -0.0037930491  3.896828e-03
#> 13   7.849547e-03 -3.398759e-04  9.189056e-04 -0.0007461428  1.037983e-02
#> 14  -3.933134e-03 -1.407701e-02 -1.000902e-02 -0.0137561683  3.538390e-03
#> 15   6.999946e-04  9.127710e-03 -1.519433e-02 -0.0037136076  1.578101e-02
#> 16   4.090480e-03 -1.394318e-03 -7.056253e-03  0.0093977958 -4.171512e-03
#> 17   1.696497e-02 -4.621375e-03  6.611481e-03  0.0236209238  8.240463e-03
#> 18   1.752241e-03 -2.063607e-02 -3.204926e-03  0.0123319915 -9.691011e-03
#> 19  -5.895590e-03 -5.442522e-03  1.602548e-03 -0.0047728506 -7.075375e-03
#> 20  -1.078821e-03  8.657908e-03 -5.775127e-03  0.0068757711 -3.267870e-03
#> 21   5.765875e-03  8.502019e-04 -2.721894e-02 -0.0110551238 -1.622583e-03
#> 22  -2.922512e-02  8.892727e-03 -8.688225e-03  0.0161951347 -3.164032e-03
#> 23   3.780368e-04  2.273596e-02  2.654409e-03  0.0002720669 -1.712838e-03
#> 24   9.215538e-03 -1.148638e-02  7.329624e-03  0.0079690921  1.111554e-02
#> 25   3.801534e-03  4.788599e-03 -6.256732e-04  0.0027167548 -4.442221e-03
#> 26   5.868859e-03 -3.845237e-04 -2.201618e-03  0.0057142921 -7.380063e-03
#> 27   3.738148e-03 -6.680948e-04  2.524018e-03 -0.0090412769  7.747714e-04
#> 28  -2.701713e-03  2.797098e-03  3.790998e-03  0.0005756062  2.266661e-03
#> 29  -2.102558e-02 -8.338207e-03 -1.097814e-03 -0.0038961068 -1.670097e-02
#> 30   1.688621e-02  2.128931e-03  4.455611e-03 -0.0088283452  1.198726e-02
#> 31   7.423622e-03  1.828465e-02 -2.777467e-03  0.0187481717 -2.174405e-02
#> 32  -3.041886e-04  1.609952e-02 -2.003507e-02 -0.0023975618  2.210976e-02
#> 33  -1.535713e-03  3.602744e-03  7.673686e-03 -0.0027634618  7.740060e-03
#> 34   8.699619e-03 -6.013556e-03 -1.179381e-02 -0.0133710262  1.411495e-02
#> 35   1.605479e-02  8.378290e-03  1.106700e-03  0.0022531470 -2.316970e-03
#> 36   5.875807e-03 -1.096934e-02  6.161863e-03 -0.0022366487 -8.015686e-03
#> 37  -4.565052e-03  7.547908e-03 -1.013322e-02  0.0076244108 -6.243017e-03
#> 38   1.100403e-02 -6.234518e-03  1.101484e-02 -0.0246413393 -4.017876e-03
#> 39  -1.044723e-02 -4.960685e-03 -2.606060e-03 -0.0164347429 -1.813154e-02
#> 40  -1.340130e-02 -1.336224e-02 -5.048708e-03  0.0168527548 -1.862049e-02
#> 41  -2.526071e-02  6.225127e-04 -8.979718e-03 -0.0027449816 -6.608344e-03
#> 42   7.137715e-03  1.079345e-02  3.695926e-03 -0.0133645484  1.395514e-02
#> 43   2.065702e-02  1.005443e-02  4.294141e-03 -0.0123360973  1.199210e-02
#> 44  -5.981512e-04  2.036303e-02 -5.870236e-03 -0.0059602442 -6.791775e-03
#> 45  -8.157244e-04  5.745266e-03 -1.045148e-02 -0.0114744453 -2.599033e-03
#> 46  -1.291300e-02 -1.196083e-02 -6.750130e-04  0.0060661968  3.064188e-03
#> 47  -3.656496e-03  4.593631e-03 -5.601294e-04  0.0005155815  5.178929e-04
#> 48   2.163122e-02 -2.420606e-02  1.196249e-02 -0.0193323561 -2.025300e-02
#> 49   1.392156e-03  1.265781e-02 -1.096068e-02  0.0234649364 -1.322106e-02
#> 50  -9.447663e-03  5.164092e-03 -9.374513e-04  0.0179647298 -4.352138e-03
#> 51   3.501863e-03 -1.946793e-02  1.299952e-02 -0.0160192231 -3.768787e-04
#> 52  -6.852816e-03  8.275359e-03  1.168687e-03 -0.0122305818  1.238673e-02
#> 53   1.308674e-02  1.459711e-04  3.830779e-03 -0.0053704556  7.193168e-03
#> 54  -7.243093e-03 -2.839004e-03  1.841917e-03 -0.0018703986 -4.037953e-03
#> 55   2.782441e-03  9.727323e-05  3.755312e-03 -0.0024236320  1.462189e-03
#> 56  -1.669147e-03  8.214150e-03  1.166941e-03 -0.0041606139 -3.042081e-03
#> 57  -3.862011e-03 -8.401575e-03 -5.093310e-04  0.0034151207 -1.192911e-02
#> 58   3.153457e-03 -5.473334e-03  8.494475e-03  0.0002458732 -9.311935e-03
#> 59  -1.835596e-02 -5.421510e-03  4.243207e-04  0.0028222883  2.548527e-02
#> 60   1.683161e-03  4.752918e-03 -1.131333e-03  0.0142241405  7.872555e-03
#> 61  -1.013170e-02  2.419624e-02 -2.433920e-03 -0.0057224077  2.647858e-02
#> 62  -2.032313e-02 -5.119705e-03  1.988229e-03  0.0083739064  4.011765e-03
#> 63  -2.142898e-03  2.382722e-03 -9.934360e-03 -0.0028262506  1.748315e-03
#> 64  -3.453168e-03  1.252168e-02  9.637361e-03 -0.0366322263  3.172915e-04
#> 65   1.093445e-02  5.536483e-03  7.496022e-03 -0.0206934179 -1.334190e-02
#> 66   1.653183e-03 -1.977542e-03 -6.909509e-03 -0.0047622432 -4.487722e-03
#> 67   1.460639e-03 -3.738982e-03  1.253365e-02  0.0082907262 -1.265789e-02
#> 68  -7.662703e-03  2.155181e-02  7.260051e-03 -0.0143163592  1.367774e-02
#> 69   1.499579e-02  1.646686e-02  4.689627e-03 -0.0203925571  3.486315e-02
#> 70   1.588512e-02 -2.326683e-03 -1.463767e-02  0.0271187807  3.079279e-03
#> 71   1.734862e-02  1.164221e-02  2.485954e-02  0.0060325553 -1.130349e-03
#> 72  -1.047964e-02 -8.548911e-03 -1.081372e-03 -0.0192768557 -1.949280e-02
#> 73  -9.421054e-03 -4.528088e-03  9.535065e-03  0.0011460012  3.817462e-03
#> 74   1.401036e-02  1.208583e-02 -1.877344e-02  0.0038461922 -4.304599e-03
#> 75   2.614349e-02 -1.386869e-02 -2.955486e-03  0.0241599444  8.058407e-03
#> 76  -6.561639e-03  1.815394e-04  1.126714e-03  0.0118402033 -2.068309e-03
#> 77  -1.712060e-02 -9.129995e-03  1.195750e-02 -0.0021261448  4.727058e-03
#> 78   1.757102e-02  1.966516e-03 -2.489044e-03 -0.0075976453 -3.635363e-03
#> 79  -1.122404e-02  2.797468e-03 -3.012028e-04  0.0071094490  1.302669e-02
#> 80  -7.567710e-03  1.116425e-02 -6.957292e-03  0.0071755460  1.545150e-02
#> 81   1.828020e-02  5.790845e-03  2.106210e-02  0.0011423114 -1.438883e-02
#> 82  -1.121319e-03  1.858295e-02  4.862255e-03 -0.0219847220  5.476878e-03
#> 83  -9.131931e-03 -3.703935e-03  2.129356e-03  0.0133082048 -6.941292e-03
#> 84   1.325803e-02 -2.002401e-03  3.175945e-03  0.0061333361  4.203055e-04
#> 85  -3.800802e-03  1.174987e-02  5.520057e-03 -0.0302404143 -7.577570e-03
#> 86   1.881669e-02  9.847889e-03  2.372613e-03  0.0077777942  1.691307e-02
#> 87  -1.366475e-02  1.091259e-02 -8.750004e-04  0.0038286987  3.899788e-03
#> 88   2.793521e-03  3.136129e-03 -1.349097e-03  0.0002737639 -1.054979e-02
#> 89  -1.946316e-03 -3.209314e-02  2.389481e-03  0.0205690217  3.512700e-03
#> 90  -1.034012e-02 -7.008154e-03  5.510784e-03 -0.0114066972 -2.606819e-02
#> 91   1.827936e-02 -9.998330e-03  4.276746e-03  0.0132502332  6.463359e-03
#> 92  -1.260517e-02  5.344384e-04  1.666412e-03  0.0035528395 -1.970853e-02
#> 93  -5.922846e-03  1.138875e-02  1.438169e-03  0.0014506137 -9.135844e-03
#> 94   8.315248e-03  3.482635e-03  3.515693e-03 -0.0025933860  2.859346e-03
#> 95   9.071687e-03 -8.755997e-04 -2.193005e-02 -0.0006086773 -9.602496e-03
#> 96  -7.843318e-03  1.518184e-02 -1.055857e-02  0.0171463713  8.066648e-03
#> 97   5.809277e-03  3.879235e-02  7.623246e-03  0.0244091884 -2.156146e-02
#> 98   1.981791e-03  8.405239e-03 -9.733800e-03  0.0062541759 -8.104896e-03
#> 99   6.708735e-05 -8.385468e-04  1.386161e-02 -0.0026810650 -1.243982e-03
#> 100 -8.740675e-03 -8.557259e-03 -1.006448e-02 -0.0041957105  1.011874e-03
#> 101  1.251873e-02 -2.142532e-03 -9.677068e-04 -0.0004794608  1.534089e-02
#> 102 -1.907926e-02 -5.352399e-03  5.600793e-03  0.0043628859  1.944501e-02
#> 103 -7.328557e-03  2.658300e-03 -2.964095e-03  0.0009479555 -5.232195e-03
#> 104  6.993333e-04 -2.587845e-02 -3.719452e-02 -0.0208906793  1.654792e-02
#> 105 -1.313670e-03 -9.984593e-03 -1.230554e-02  0.0237390021 -6.909842e-03
#> 106 -7.171792e-04  2.731266e-02  2.289362e-02  0.0276458403 -1.407441e-02
#> 107  4.032658e-03 -3.137810e-02  9.815425e-03  0.0142842611 -9.783134e-03
#> 108 -5.790775e-03  1.422310e-02 -5.570864e-03 -0.0015243439  5.515194e-03
#> 109 -3.056843e-03  1.557638e-02 -2.819263e-02  0.0070398709  1.457260e-02
#> 110 -1.534729e-02 -7.741807e-03 -6.674232e-03  0.0006142232  1.372008e-02
#> 111 -1.174050e-02 -1.038449e-02  1.348927e-02  0.0023863688  4.643877e-04
#> 112  7.555553e-04  4.821473e-03  2.142853e-05 -0.0032958056  1.857122e-02
#> 113  1.231815e-02  7.342863e-03  7.192539e-03  0.0095138177 -1.621965e-02
#> 114 -7.950080e-03  9.674625e-03  1.972079e-02  0.0128102356 -1.584025e-02
#> 115 -9.780224e-03 -2.765684e-03 -3.191653e-03  0.0002417194  1.644060e-02
#> 116  6.310260e-03 -6.052289e-03  1.412200e-03 -0.0166776521  3.336102e-03
#> 117  2.014696e-02 -4.282144e-02  7.963257e-03  0.0276678848  5.147536e-03
#> 118  5.182806e-03 -1.097081e-02  7.368552e-03 -0.0016555187 -1.200169e-02
#> 119 -2.182879e-03 -9.640016e-04 -8.508329e-03 -0.0046659866  8.060220e-03
#> 120 -8.033821e-03  7.083895e-04 -6.155838e-03  0.0107805104  1.445770e-02
#> 121  1.970175e-02 -2.086661e-02  9.649157e-03  0.0028421217  2.389425e-02
#> 122 -2.060283e-03  1.438480e-02 -3.027233e-03  0.0105278229 -2.075277e-03
#> 123  3.171907e-03  4.402745e-03  1.304421e-03 -0.0071545234 -6.007306e-03
#> 124  1.660968e-02 -8.738838e-03  3.077195e-03  0.0145482231  4.997083e-03
#> 125  1.131134e-02 -7.639010e-03 -2.050846e-02 -0.0045901958 -3.430809e-03
#> 126  1.052142e-03  5.866516e-04 -2.044626e-02  0.0002373579 -6.415925e-03
#> 127  1.964530e-04 -2.227999e-03  2.250780e-02 -0.0031879887  1.872230e-03
#> 128 -1.609189e-02  2.173627e-03 -1.549407e-02  0.0071651512 -1.045511e-03
#> 129 -1.138860e-02  7.162761e-03  8.297970e-03 -0.0008190935  2.217797e-03
#> 130  3.286914e-02 -7.101114e-03  8.495421e-03 -0.0027942488  9.228802e-03
#> 131  3.129191e-03  3.159497e-04 -5.203983e-04 -0.0048654041  1.739463e-02
#> 132 -2.192487e-03 -1.152465e-02 -9.584227e-03  0.0228363954  2.866859e-03
#> 133  1.446246e-02 -1.389271e-02  5.076767e-03  0.0117414358  5.757682e-03
#> 134 -2.843554e-03 -1.156851e-02  1.560856e-02 -0.0115631810  1.241677e-02
#> 135 -9.617988e-03 -2.835672e-04 -3.459342e-03  0.0105498555 -4.385984e-03
#> 136  2.432025e-02  3.392106e-03 -2.775378e-03 -0.0132766774  4.490857e-04
#> 137 -1.420427e-02 -6.134905e-03  1.138026e-03 -0.0223365827 -2.389527e-02
#> 138 -3.188848e-03  8.035085e-03  1.641296e-03 -0.0144492627 -2.060463e-02
#> 139  5.675658e-04 -2.178160e-02  7.702427e-03  0.0043127081 -7.362026e-03
#> 140  9.313548e-03  6.280680e-04 -2.934241e-03  0.0069504982  1.183337e-02
#> 141  1.040625e-02 -1.711411e-02 -2.162475e-03 -0.0015637489 -4.926416e-03
#> 142 -1.808010e-02 -8.345345e-04  2.777979e-03 -0.0181750056 -1.736290e-02
#> 143  1.141742e-02  1.832557e-02 -6.136980e-04  0.0072387373  1.286618e-02
#> 144 -1.112457e-02  1.756024e-02 -6.904235e-03 -0.0223046381 -2.271164e-03
#> 145  2.909099e-03  1.729290e-03  2.253082e-02 -0.0022468668  9.140725e-03
#> 146  3.123364e-03  2.052972e-02 -4.924688e-02  0.0078722991 -1.056148e-02
#> 147 -1.121636e-02  4.725828e-04 -2.278998e-03 -0.0059668544 -8.530358e-03
#> 148 -9.866881e-03  2.944383e-02 -9.099638e-03 -0.0268164956 -7.303476e-04
#> 149 -2.464419e-02 -1.507019e-02 -1.003687e-02  0.0264179982 -3.821280e-03
#> 150 -8.543509e-03  1.686019e-03 -7.380432e-03  0.0200545818  1.032108e-02
#> 151  6.065958e-03 -1.366156e-02 -5.035112e-03 -0.0081840288 -7.946555e-03
#> 152 -1.237359e-02 -9.241228e-03  1.785085e-02 -0.0156775524 -1.228590e-02
#> 153  6.527359e-03  7.807491e-03  1.450102e-02  0.0020155166 -1.041492e-02
#> 154 -5.533003e-03  2.621535e-03 -7.563676e-03  0.0026711691  3.381078e-03
#> 155 -7.914972e-03 -3.211599e-03 -1.246633e-02 -0.0136415142  1.124153e-02
#> 156 -1.220149e-02  7.039807e-03  2.798241e-03 -0.0055576799 -4.498987e-03
#> 157  1.818268e-02 -9.994076e-03 -4.924915e-03 -0.0178200689  1.025902e-02
#> 158 -4.587116e-03 -5.846016e-03  4.689803e-03  0.0002115265 -4.827352e-03
#> 159 -5.261895e-03  1.881571e-03 -3.928690e-03  0.0038266373  1.027649e-02
#> 160  4.517462e-03 -1.708862e-02  5.796611e-03  0.0023371048 -4.084112e-03
#> 161 -2.862437e-03  2.131530e-03 -1.503644e-03  0.0037752162 -8.764532e-05
#> 162  9.001324e-03  3.146071e-02  1.837200e-02  0.0080025577 -2.190020e-03
#> 163 -6.447245e-03 -1.062130e-02  3.275008e-02 -0.0045828914  1.126966e-03
#> 164  1.758394e-02  1.421275e-02  1.011851e-02 -0.0041700425  1.699181e-02
#> 165 -4.355079e-02 -1.035940e-02 -1.568298e-03 -0.0082134577  2.498717e-02
#> 166 -5.189258e-03  8.224595e-03 -6.132302e-03  0.0090910965  2.876454e-03
#> 167 -1.931004e-02 -9.098185e-03 -9.122513e-03  0.0065248534  4.718775e-03
#> 168 -3.337343e-03  8.724641e-03  1.285227e-02  0.0050718244 -9.274706e-03
#> 169  2.634913e-03 -9.775368e-03  4.375658e-03 -0.0033770648 -5.560937e-03
#> 170 -1.033470e-02 -2.004383e-02  3.272953e-07  0.0212687653  8.826357e-03
#> 171  7.930814e-03 -2.678327e-03 -7.293234e-03 -0.0064183433 -7.402421e-03
#> 172  1.976813e-02  2.167898e-03  2.549592e-03 -0.0015388754  5.916619e-03
#> 173 -1.546467e-02 -2.345406e-03 -3.271930e-03  0.0012856640 -6.680794e-03
#> 174 -7.839683e-03  2.101256e-02  1.250694e-02  0.0039070194  6.819031e-03
#> 175  3.623435e-03  3.724735e-03  1.157445e-03  0.0005797040  6.635640e-03
#> 176  1.000736e-02 -4.893851e-03  9.839366e-04  0.0143379460  4.066875e-03
#> 177 -6.205910e-03 -4.960441e-03  4.201310e-03  0.0011877884 -4.411152e-03
#> 178  7.899966e-03 -8.099977e-03  5.765686e-04  0.0030432166 -1.071170e-02
#> 179  5.125660e-03  5.629592e-03 -5.121784e-03  0.0025859194  4.127416e-03
#> 180 -6.188708e-03  9.926827e-03  2.537963e-03 -0.0165609112 -9.887953e-03
#> 181 -7.086114e-03 -8.122007e-03  1.711817e-02  0.0032658295 -8.753152e-03
#> 182 -4.579597e-03 -4.942494e-03  4.275630e-03 -0.0018647929  4.927726e-03
#> 183 -2.052173e-02 -4.054282e-03 -2.726013e-03  0.0015413210 -1.651359e-02
#> 184 -1.162408e-03  2.365567e-02  2.569084e-03 -0.0086387473 -4.599750e-04
#> 185  2.400542e-02 -5.050096e-03 -3.415720e-03 -0.0127823935 -1.958066e-02
#> 186 -6.305497e-04  4.940132e-03 -1.576151e-03 -0.0019810556  1.581840e-02
#> 187  1.501169e-02 -1.636595e-03 -3.601021e-03 -0.0069560399  2.985669e-03
#> 188 -2.266066e-03  1.011003e-04 -4.024188e-03 -0.0006947307  9.707572e-03
#> 189 -2.520681e-02  1.383402e-02  4.881467e-02  0.0171185972  1.083245e-02
#> 190 -1.516673e-02  2.846156e-02 -3.976049e-03 -0.0182673214 -3.817073e-03
#> 191  1.080924e-02  6.032540e-03  1.970147e-03 -0.0048791757 -2.820348e-03
#> 192  9.602349e-03  2.372589e-03  1.012150e-02 -0.0219007531 -1.289532e-02
#> 193 -3.228490e-04  1.087825e-02 -1.468110e-03  0.0081614490 -5.114755e-03
#> 194  5.071417e-03 -1.077386e-02 -6.165478e-03  0.0014719034 -1.533453e-03
#> 195  9.275392e-03  1.228781e-02  4.545249e-03  0.0029891700  8.985181e-03
#> 196 -4.527319e-03 -9.489804e-03 -5.851233e-04  0.0041793834 -4.977194e-03
#> 197  3.373937e-03 -8.314220e-03  6.070519e-03 -0.0068160491 -3.316175e-02
#> 198  2.220944e-02  3.778179e-03 -2.044667e-02  0.0036621021 -1.757245e-02
#> 199  1.594757e-03 -6.329314e-03 -6.490683e-03  0.0194661582  1.687592e-02
#> 200 -2.275317e-02 -6.430895e-03 -1.750284e-03 -0.0005869542 -1.637962e-02
#> 201 -6.251172e-03  1.045675e-02 -2.646075e-02  0.0112682848 -8.580956e-03
#> 202  9.436032e-04 -1.794943e-02  1.890957e-02 -0.0151129698  1.027156e-02
#> 203 -4.357396e-03  3.460406e-03 -4.676004e-04 -0.0136277447 -8.767762e-03
#> 204 -9.119158e-03  1.042197e-02  1.495352e-02  0.0048780656 -4.561576e-03
#> 205 -1.035965e-02 -1.789103e-02  1.765361e-02 -0.0041487931 -6.752494e-03
#> 206  1.794767e-02 -4.800549e-03  1.264970e-02 -0.0036651660 -3.073011e-03
#> 207 -2.075619e-02  2.705167e-03  1.139818e-02  0.0127213804  9.811559e-04
#> 208  1.540671e-02 -3.877880e-03 -2.468374e-02  0.0075449984 -3.707623e-02
#> 209  6.424240e-03  2.007694e-02  1.053393e-02  0.0142122912 -3.099614e-03
#> 210  1.040701e-02 -1.407429e-02 -1.474031e-02  0.0012940970 -1.733719e-02
#> 211  1.097246e-02 -4.690515e-03  5.998963e-03 -0.0146139614 -6.580124e-03
#> 212 -9.617274e-03 -5.542277e-03  1.735400e-02  0.0054268853  2.895781e-03
#> 213  5.138991e-03 -1.012967e-02 -8.442444e-03 -0.0080307455 -2.616107e-03
#> 214 -3.606892e-03 -1.543161e-02  8.284091e-03 -0.0019379548 -7.714009e-03
#> 215  1.370952e-02  1.164986e-02  3.547284e-02  0.0099972162  1.030220e-03
#> 216  1.673858e-02 -1.442112e-02 -2.335006e-02 -0.0225539544 -2.013708e-05
#> 217  1.150349e-02  2.119888e-03  2.006983e-03  0.0030164767  8.949432e-03
#> 218 -8.088248e-03 -6.562325e-03 -6.721314e-03  0.0052601758  1.054218e-02
#> 219 -2.430447e-02 -3.180721e-02 -2.667429e-02 -0.0232959286  2.217188e-02
#> 220 -1.261390e-02 -4.758963e-04 -5.526701e-03  0.0144377615  3.043128e-03
#> 221 -7.021098e-03  1.527892e-02 -3.759130e-03  0.0036855063  4.393208e-03
#> 222  1.726121e-03 -9.794957e-03  1.634462e-02 -0.0026251108 -2.866945e-03
#> 223  1.041184e-02 -1.685463e-02 -1.197291e-02  0.0015859546 -2.096353e-03
#> 224  1.561204e-02  8.411683e-03  1.000825e-03 -0.0120932046  2.417064e-03
#> 225 -2.946197e-02  5.804226e-03 -7.995857e-03 -0.0061522868 -7.601579e-03
#> 226  3.550058e-03 -3.657451e-03 -9.467781e-03 -0.0001120769 -4.352423e-03
#> 227  1.537237e-03  4.015570e-03 -1.538811e-02  0.0008527676 -4.796337e-03
#>     pca_factor_86 pca_factor_87 pca_factor_88 pca_factor_89 pca_factor_90
#> 1    0.0358245816  2.623626e-03 -1.239737e-02  7.813104e-03  3.138513e-03
#> 2   -0.0042998717  3.409765e-03 -6.245191e-03 -6.278396e-03 -1.014314e-02
#> 3    0.0151096444 -8.943485e-03  7.150302e-03 -2.834640e-03 -1.659908e-02
#> 4    0.0039276833 -6.964844e-03 -4.994315e-04 -1.609755e-03  2.335438e-04
#> 5   -0.0055266589  5.690156e-03  2.976823e-03  1.099237e-03 -8.230993e-03
#> 6   -0.0048739540  2.082131e-03  3.001592e-03 -7.491569e-03  1.136324e-03
#> 7    0.0142403826  1.516504e-02 -1.282991e-03 -1.819003e-03 -7.665457e-03
#> 8   -0.0073733585 -1.558881e-02 -1.598148e-02  1.606564e-02  2.561003e-02
#> 9    0.0020443617  1.357205e-02  5.218338e-03 -5.509620e-03  3.844499e-03
#> 10  -0.0040855041  1.090894e-02  1.100802e-02  2.362051e-02 -1.852186e-02
#> 11  -0.0006102124  1.445077e-02  2.518844e-03  1.109022e-03  1.736280e-02
#> 12   0.0083037164  6.475020e-03  7.666706e-03 -8.514392e-03  6.826401e-03
#> 13  -0.0078309522  1.454067e-02 -2.194628e-02 -2.056853e-03  1.859936e-03
#> 14   0.0014912295  1.382722e-03 -1.810507e-03  2.147463e-03 -1.003998e-03
#> 15  -0.0055953863  1.501729e-02 -7.487876e-04 -3.940314e-03  1.602820e-03
#> 16  -0.0008878051  4.847721e-03  6.171392e-03  2.095576e-03  1.973888e-03
#> 17  -0.0104328055  1.104735e-03 -1.366887e-02 -6.544553e-04  1.402603e-02
#> 18  -0.0085612157  1.195557e-03  1.199462e-03 -4.521507e-03  2.226404e-02
#> 19  -0.0032662383 -2.308565e-03 -2.130683e-03 -5.814777e-03  6.237552e-03
#> 20   0.0022857035 -5.009641e-03  2.808892e-05 -5.363428e-03 -1.604605e-03
#> 21   0.0077953176 -4.542308e-03 -1.129191e-02  3.632338e-03  1.124394e-02
#> 22  -0.0071074311 -4.128128e-03 -1.180064e-02  3.157423e-03  5.219095e-03
#> 23   0.0077159407  5.939477e-03 -2.658814e-03  1.006154e-02 -7.022489e-03
#> 24   0.0117991340  2.437222e-03  2.219246e-03 -6.161718e-04 -8.985702e-03
#> 25  -0.0084039833 -3.762769e-03  2.856444e-03  1.242907e-02 -3.285104e-03
#> 26  -0.0055233729 -3.193449e-03  6.010260e-03  5.857871e-03 -2.543556e-03
#> 27  -0.0053947422  4.462403e-03 -1.308518e-02 -3.711545e-03  6.047311e-03
#> 28   0.0028585751  1.448326e-02  1.405622e-03 -1.719151e-03  6.412927e-03
#> 29  -0.0100225289 -5.245806e-03  1.803781e-03  6.284874e-03 -3.919462e-03
#> 30   0.0200328860  5.243454e-03  1.410752e-03 -3.036738e-02  1.363867e-03
#> 31   0.0006541428 -1.138039e-02 -3.751910e-03 -1.416090e-03  1.534772e-02
#> 32  -0.0063811057  2.138546e-02 -1.440473e-03 -6.556451e-03 -2.399235e-03
#> 33   0.0138217550  1.006870e-02 -2.587228e-03 -1.025297e-02  6.906494e-03
#> 34   0.0004901744  1.665612e-02  6.068331e-04  5.602151e-03  1.105712e-02
#> 35  -0.0057661365  4.174147e-03  2.728297e-03  1.993018e-03 -1.704638e-02
#> 36  -0.0006455574 -6.727032e-03  2.134811e-03 -2.170633e-03  1.970925e-03
#> 37  -0.0091157803 -1.327463e-02  6.005981e-03  1.396339e-03 -6.040417e-03
#> 38   0.0011488508  1.017989e-02 -1.437763e-02  1.490302e-02 -3.416729e-03
#> 39  -0.0058291818  6.133133e-03 -1.587065e-02  1.897654e-04  5.423734e-03
#> 40  -0.0098553751 -8.568900e-03  1.495698e-02  1.536444e-02  8.861072e-04
#> 41  -0.0009971415 -3.160175e-03  1.080653e-02  5.396292e-03  4.118629e-03
#> 42   0.0090636040 -1.524524e-02 -3.338573e-02 -1.396964e-02 -1.278713e-02
#> 43   0.0103048612  2.013086e-02  2.159930e-02 -6.725468e-03  8.161298e-03
#> 44   0.0009077763  1.319882e-02  3.171115e-03 -9.982472e-04  4.546741e-03
#> 45  -0.0033803541 -6.610446e-03  2.388323e-03 -5.055007e-03  4.689336e-03
#> 46   0.0003726342  5.674319e-03  7.773441e-03  9.658437e-03  3.215809e-03
#> 47   0.0008550647 -1.081462e-03 -4.157103e-03  3.943578e-04  6.504367e-05
#> 48  -0.0070912500 -3.062260e-02  1.073196e-02  1.144523e-02  8.713565e-03
#> 49  -0.0242663755  4.148476e-02 -3.334252e-02  4.516440e-04 -4.607785e-03
#> 50   0.0014901637 -6.721896e-03  7.446491e-03 -1.724349e-02 -1.133767e-02
#> 51  -0.0292240790 -4.315896e-04  6.372217e-03 -1.454498e-03 -2.201212e-04
#> 52   0.0117106559 -7.674635e-03  5.923096e-03  3.745816e-03  1.028842e-02
#> 53   0.0118564171 -7.699921e-03  6.213629e-03 -4.498974e-03 -3.870347e-03
#> 54   0.0012035656  4.427291e-03  9.107382e-03  1.999672e-02  4.954245e-03
#> 55   0.0006281566  1.433095e-03 -4.942760e-03  1.175517e-03 -5.135426e-03
#> 56   0.0072876759 -3.226525e-03 -2.573491e-03  4.197040e-03  9.057283e-03
#> 57  -0.0114243555  1.170312e-02 -1.672668e-02 -4.197057e-03 -7.466182e-03
#> 58   0.0025995994  7.792109e-04 -3.551676e-04  5.580538e-03  4.079121e-03
#> 59  -0.0104106843  4.722948e-03 -3.804849e-03 -1.189031e-02 -3.436479e-03
#> 60  -0.0041752631  3.816996e-03  4.923578e-03  9.620547e-03 -3.771555e-03
#> 61   0.0025949412 -3.754123e-02  1.565670e-03  2.766211e-03 -1.159656e-02
#> 62   0.0123941250  9.693603e-03 -4.206847e-03  5.980279e-03 -1.557678e-03
#> 63   0.0049562727  5.147312e-03 -5.176922e-03 -1.520847e-03  5.243790e-03
#> 64   0.0278526968  1.825502e-02  3.204744e-02  3.854844e-03  4.211565e-03
#> 65   0.0060561245  9.946511e-03  1.485101e-02 -6.934740e-03 -2.171951e-03
#> 66  -0.0098656381  4.930343e-03  7.377365e-03  7.074524e-04 -1.051804e-02
#> 67   0.0063983176 -1.063583e-02 -7.204592e-03 -1.225921e-02  1.393271e-02
#> 68   0.0060682758 -2.557163e-03  9.006782e-03 -1.389411e-03  6.812242e-03
#> 69  -0.0187727973  1.868140e-03 -3.094175e-02  3.103405e-02  2.264176e-02
#> 70  -0.0027123878  1.174942e-02  7.905388e-03  5.968320e-03  1.929996e-02
#> 71  -0.0426367491  2.406965e-04  1.850110e-02  7.316773e-05 -5.304458e-03
#> 72  -0.0084439368 -7.246809e-03 -1.176117e-02  1.273353e-02 -7.804772e-04
#> 73  -0.0069304441  1.551862e-03  2.979062e-03 -3.591273e-03 -3.050607e-03
#> 74   0.0307899400 -1.672530e-03 -1.167703e-03 -1.867282e-04 -1.378734e-02
#> 75   0.0025740793  2.237954e-02  7.855536e-03  1.625852e-02 -2.974043e-02
#> 76  -0.0022543237  3.402701e-02 -1.455101e-02 -1.706358e-02  5.139901e-03
#> 77  -0.0112734898 -2.185834e-04 -2.571698e-03  1.315730e-03  1.315721e-02
#> 78  -0.0064579143 -1.979455e-03  4.504199e-03  4.672217e-03 -2.464383e-03
#> 79  -0.0027667862 -3.761307e-03 -1.132439e-03 -1.488967e-02 -1.978379e-03
#> 80   0.0058072068 -8.165730e-03 -1.371391e-02 -2.806480e-02 -6.786254e-03
#> 81  -0.0267429956 -5.744836e-03  3.689555e-03 -1.299123e-02  1.677510e-02
#> 82   0.0031878895 -2.087578e-02 -1.291416e-02  6.380246e-03 -2.109890e-02
#> 83  -0.0025927887 -4.827114e-03  5.526978e-03 -1.292375e-02  3.785029e-03
#> 84  -0.0033188253  2.067949e-02 -2.216942e-02 -1.725874e-02 -8.502023e-04
#> 85   0.0002212626  3.155282e-03 -6.701781e-03 -8.388262e-03 -4.201003e-03
#> 86   0.0004402066  3.553563e-03  2.214575e-03  8.353096e-03 -9.741798e-03
#> 87   0.0039400256  6.041425e-03  6.045612e-03 -4.937971e-03  1.203198e-03
#> 88  -0.0010893900  2.038573e-02 -3.065066e-03 -1.775774e-03 -1.722474e-02
#> 89   0.0040376516  8.063899e-03  6.331621e-03  2.097195e-03  1.201514e-02
#> 90  -0.0123722478 -7.609481e-04 -1.863692e-02  2.215766e-02 -1.291519e-02
#> 91   0.0015987655 -1.361596e-02 -7.378306e-03 -4.079740e-03 -7.017256e-03
#> 92   0.0031378973  1.693800e-02  2.575307e-02  1.255300e-02 -3.304330e-02
#> 93   0.0016348661  6.745896e-03  1.359072e-02 -8.271687e-03 -2.418729e-02
#> 94   0.0040702639 -9.197813e-03 -1.233742e-03 -4.113677e-03  1.576612e-03
#> 95  -0.0195688683 -6.029450e-03  4.786228e-03 -1.251709e-02  7.042726e-04
#> 96  -0.0041112631  7.307984e-03  8.936778e-03  2.019244e-02  5.019624e-04
#> 97   0.0048823619 -6.643287e-03 -5.306762e-04 -1.589035e-03  4.849055e-03
#> 98  -0.0067522087 -4.724056e-03 -1.308002e-04 -5.427884e-03 -1.107953e-03
#> 99  -0.0029130425 -1.614246e-03 -3.580270e-03 -8.885672e-03 -3.190755e-03
#> 100 -0.0085779120  5.596786e-03  2.898922e-03 -1.934422e-03  3.859093e-03
#> 101  0.0111663163  6.428639e-03  2.611119e-02 -3.527391e-03  3.815203e-02
#> 102  0.0075338038  2.210642e-03 -4.764952e-04 -1.067405e-03  3.759390e-03
#> 103  0.0038604557  1.116458e-02 -5.685771e-03 -1.839441e-02 -1.576943e-02
#> 104 -0.0012687199  4.132652e-03  3.812378e-03 -7.564840e-03 -9.776655e-03
#> 105 -0.0129129679 -1.905107e-02 -1.238204e-02 -4.270664e-04  8.380573e-03
#> 106  0.0035138604 -5.821855e-03 -2.581332e-03  4.575803e-03  6.123933e-03
#> 107  0.0044000137  1.421882e-02  1.936908e-02  1.320729e-02 -1.283233e-02
#> 108 -0.0137994292 -5.746755e-03  1.226758e-03 -1.113660e-02 -9.686986e-03
#> 109 -0.0002236885 -6.025427e-03  6.822959e-03 -7.140066e-03  3.045544e-03
#> 110  0.0010215324  1.147599e-03 -2.122149e-03 -4.692946e-03  4.393917e-03
#> 111 -0.0053085918 -1.181464e-03 -2.103604e-04 -2.493402e-03  2.335245e-03
#> 112  0.0022318399 -1.556832e-02 -2.674456e-02  2.286918e-03 -1.130475e-02
#> 113  0.0034146997 -1.301811e-03  3.677150e-03  5.328769e-03  9.638277e-04
#> 114  0.0191310350 -5.735042e-03 -6.708950e-03  5.115945e-03  7.037347e-03
#> 115 -0.0095191552  7.237700e-03  7.700287e-03  2.148886e-03 -1.166179e-02
#> 116  0.0134057572 -2.074472e-02  4.821894e-03 -7.954594e-03  1.540278e-03
#> 117 -0.0048068090 -1.568926e-02 -2.528943e-02  7.236563e-03 -1.912560e-02
#> 118  0.0058077735  1.130566e-03 -2.242943e-05  1.111744e-02  5.980965e-03
#> 119 -0.0065569271 -1.097802e-03  9.843078e-03 -6.366457e-04 -3.874652e-03
#> 120  0.0039660962 -1.063803e-02  1.681954e-02  1.648350e-03  1.328343e-02
#> 121  0.0050236505 -2.240920e-02  1.523138e-02  1.721691e-02  8.984174e-03
#> 122 -0.0196715202 -5.229988e-03  5.873609e-03 -1.480888e-02 -8.262129e-03
#> 123  0.0018579631  7.252224e-03 -1.999412e-02 -3.411418e-03 -7.747322e-03
#> 124 -0.0033103305 -1.659449e-02 -9.726696e-03 -2.755933e-03 -4.237825e-03
#> 125  0.0173142885  3.451800e-03 -4.442430e-03 -4.962286e-03 -1.688752e-04
#> 126 -0.0101405615  1.111881e-03  1.154521e-03 -6.004007e-03 -3.380854e-03
#> 127 -0.0019243877  8.691836e-03 -2.596020e-03  1.442975e-02  2.776765e-03
#> 128 -0.0166929984  7.797556e-03 -1.563207e-02  2.169787e-02  6.627923e-04
#> 129  0.0134261147  1.141601e-02  5.784726e-03  3.586872e-03 -5.494757e-03
#> 130 -0.0081157818 -3.007795e-03 -4.693069e-03 -2.711661e-02  1.680511e-02
#> 131 -0.0336804776  1.375301e-04  9.050726e-03 -5.976270e-03 -8.895149e-03
#> 132 -0.0023450015 -5.200327e-04  1.672594e-02 -1.006707e-03  3.000843e-02
#> 133  0.0204846990  4.863828e-03  3.218763e-02 -3.254090e-02 -1.086104e-02
#> 134 -0.0109650797  4.958668e-03  5.633912e-03  3.471409e-04 -1.188851e-02
#> 135 -0.0052991449  1.507694e-03 -2.302513e-03  4.693731e-03 -6.180406e-03
#> 136 -0.0092621457 -1.227598e-02  3.774833e-03  9.128654e-03 -1.160862e-04
#> 137 -0.0032195831  4.959769e-03 -3.100871e-02 -1.766289e-03 -2.649900e-03
#> 138  0.0016259859  7.690963e-03  1.059391e-02  1.871045e-03  5.575873e-03
#> 139  0.0057166981 -1.147524e-02 -2.714051e-02 -3.597523e-02 -5.640797e-03
#> 140 -0.0084815164 -1.576024e-02  2.671359e-02  1.263446e-02  3.719640e-02
#> 141 -0.0023984009  2.381763e-03 -6.189073e-03 -1.157331e-02  1.092950e-02
#> 142  0.0113287008  2.128348e-02  1.963919e-02 -5.813474e-04 -1.958091e-03
#> 143  0.0075133171 -8.573832e-03  4.394721e-03  1.567008e-03 -1.455888e-02
#> 144 -0.0056156023 -2.054944e-02 -1.018784e-02 -8.235534e-03  1.210082e-02
#> 145 -0.0040792864  3.214001e-03  4.492452e-03 -5.768382e-04 -2.737127e-03
#> 146  0.0025105651 -1.002802e-02  4.489814e-04 -9.533707e-03  9.843677e-03
#> 147  0.0000986664  3.499621e-04  2.184911e-02  1.402736e-02  2.125489e-03
#> 148 -0.0072686654  2.665558e-04 -7.065844e-04 -9.249492e-03  1.550727e-02
#> 149  0.0118121027 -1.119596e-02  2.418522e-02 -5.374088e-03 -1.318367e-02
#> 150  0.0060240996 -1.845798e-02  9.790035e-03  3.543499e-03 -1.518200e-03
#> 151 -0.0044838402  3.673890e-03  5.140220e-03  5.660168e-03  8.436901e-03
#> 152  0.0268706496 -3.254285e-02  1.455286e-02 -4.391206e-02 -1.563394e-02
#> 153 -0.0032292875 -2.916855e-03 -1.331778e-03 -9.443113e-04  1.045594e-02
#> 154 -0.0043439508  2.653035e-03 -5.884588e-03  9.908915e-03  2.439230e-03
#> 155  0.0019207121 -5.327828e-03 -4.139551e-03 -4.361804e-03  1.031867e-03
#> 156 -0.0023035536 -4.175923e-03 -5.973128e-03  1.607752e-03 -4.940784e-03
#> 157  0.0025144251  3.617657e-03  2.739478e-03  1.428931e-02 -5.606699e-03
#> 158 -0.0030982057  7.366319e-03 -6.557720e-03 -3.009003e-03  2.631521e-03
#> 159  0.0138463219  2.900738e-03 -1.035664e-03  6.558254e-03 -1.342588e-02
#> 160  0.0056897638  1.659195e-03 -3.658639e-03  4.474693e-03  6.759327e-03
#> 161 -0.0001201214 -1.492198e-03  5.626154e-04 -2.889317e-03 -1.350622e-03
#> 162  0.0146633664  5.602078e-04 -7.492540e-03  1.055520e-02  1.279980e-04
#> 163 -0.0104882920  4.833812e-03  3.700696e-03  6.730724e-03  6.853510e-03
#> 164  0.0017378562  7.578925e-03 -1.928093e-03  7.389847e-05 -5.532882e-03
#> 165 -0.0205427088 -2.243634e-03  6.541602e-03 -8.959138e-03 -7.540285e-03
#> 166 -0.0080254820  3.006870e-03 -2.922756e-03 -3.850987e-03  1.924891e-03
#> 167 -0.0007411604 -1.898882e-02 -9.604077e-03  2.680768e-02 -1.846108e-02
#> 168 -0.0054165734 -1.504981e-03 -3.201503e-03  3.505519e-04  5.863349e-03
#> 169 -0.0063618846 -3.373803e-02 -1.790502e-03 -7.992529e-03  9.800319e-04
#> 170  0.0052889973  5.945693e-03 -3.193594e-03 -6.196570e-03  8.871785e-03
#> 171 -0.0083363649 -6.519895e-03  2.018263e-03 -2.209789e-03  7.478125e-04
#> 172 -0.0037996596  5.408442e-03 -1.238845e-02  1.684431e-02  5.251093e-05
#> 173 -0.0076163063 -2.479793e-03  1.112343e-02  3.108065e-03  7.986931e-03
#> 174 -0.0060899433 -1.560371e-03  2.061345e-03 -3.727094e-03  2.897219e-04
#> 175  0.0013942615 -1.247781e-02  1.570051e-03  1.406132e-02 -8.364227e-03
#> 176 -0.0030539417 -1.079613e-02 -8.899625e-03 -1.502962e-03 -4.381026e-03
#> 177  0.0033300399 -1.436458e-02  7.516750e-03 -2.071900e-02  3.555494e-03
#> 178 -0.0011524827 -2.344792e-03 -2.311762e-03 -4.662057e-03 -6.763488e-04
#> 179 -0.0027163055 -7.183214e-03 -1.182551e-02 -2.418712e-03 -1.290663e-02
#> 180  0.0040836888 -1.467074e-02  3.100011e-03  4.789777e-03 -1.304292e-02
#> 181  0.0146472924 -1.293818e-03 -5.434423e-03  4.034669e-03  9.946713e-03
#> 182  0.0131444681  3.995482e-03  1.652672e-03 -1.102936e-02  9.733566e-03
#> 183 -0.0094184592 -1.823640e-02  1.085184e-02  1.182566e-02  3.028225e-03
#> 184 -0.0050350746  1.230232e-02  1.017681e-02  1.146666e-02 -8.596953e-03
#> 185 -0.0134559165 -2.241224e-03  8.477827e-03  1.489502e-03 -1.040612e-02
#> 186 -0.0076926824  1.236798e-03  5.145201e-03 -1.632485e-03 -3.936283e-03
#> 187 -0.0040899839  8.083088e-03  4.916834e-03  1.193557e-03 -1.151927e-02
#> 188 -0.0039535231  5.486132e-03  1.352945e-03 -3.085135e-03 -5.816121e-03
#> 189  0.0052352254  3.310251e-03 -5.382972e-03  9.287606e-03  3.031394e-03
#> 190 -0.0055262722  4.420259e-03  1.289073e-02 -5.082366e-03  2.533920e-02
#> 191  0.0062791647 -2.149783e-03 -1.938864e-03  8.156044e-03 -2.806437e-03
#> 192 -0.0008005294 -2.245830e-02 -6.358655e-03  9.690930e-03  1.855377e-03
#> 193 -0.0049091328  1.060990e-03  5.901484e-04 -6.082030e-04  1.861576e-03
#> 194  0.0001859322 -2.883967e-03  7.462183e-03  4.712174e-03 -7.891572e-03
#> 195  0.0290495931  9.489600e-03 -3.236908e-03  2.148214e-02 -6.052030e-03
#> 196 -0.0012784379  2.193504e-02  7.008608e-03 -5.099746e-03  1.010806e-02
#> 197 -0.0072715204  2.172155e-02  3.541311e-03 -2.332999e-02  7.458556e-03
#> 198 -0.0150431628 -7.746792e-03  7.060706e-03 -9.228102e-03 -8.390436e-03
#> 199  0.0086000325 -1.623981e-02  3.986804e-03  1.056504e-02 -4.999125e-03
#> 200 -0.0050322719 -2.766119e-03  3.113633e-03 -1.950594e-03 -5.836648e-03
#> 201  0.0068430419 -1.422760e-03 -4.426362e-03 -3.291022e-03  5.980562e-03
#> 202 -0.0170700848  6.007511e-03  6.252880e-03  4.198288e-04 -1.067100e-02
#> 203 -0.0034584749 -3.910638e-03  3.328165e-03  5.138472e-03 -8.825692e-03
#> 204  0.0348034264 -3.932753e-03 -1.410643e-02  1.530358e-02  1.129914e-02
#> 205  0.0377961964  2.148279e-03 -1.910570e-02  1.543152e-02  1.327433e-02
#> 206  0.0171579060  3.670692e-03  8.177968e-04  7.914497e-03 -3.937008e-03
#> 207  0.0099155572  8.300748e-03 -7.346485e-03 -4.110402e-03  1.625680e-03
#> 208  0.0331054062  9.425271e-04 -8.506256e-03  8.178092e-03  7.612516e-03
#> 209 -0.0188785759 -5.243033e-05  8.873582e-03 -8.453339e-03 -2.253187e-03
#> 210  0.0163128859  7.779214e-04 -1.558525e-03  9.247612e-03  5.818364e-03
#> 211 -0.0044780330  7.912335e-03 -1.938958e-02 -1.344951e-02  1.042454e-02
#> 212  0.0090241804  6.528517e-04 -4.399948e-03 -2.939848e-03 -1.306680e-02
#> 213  0.0081125747  1.208489e-03 -6.443937e-05  3.410060e-04 -6.964171e-03
#> 214  0.0016451524 -1.444751e-03 -1.379734e-02 -1.171387e-02  5.865759e-03
#> 215 -0.0162173723  2.119091e-03  8.496854e-03 -4.153658e-03 -6.429068e-03
#> 216  0.0010739083 -6.252148e-04 -5.280805e-03  1.082988e-02  8.302810e-03
#> 217  0.0063997083  2.175529e-02 -1.011103e-02 -1.642921e-02  3.025338e-03
#> 218  0.0075385480  7.166480e-03  1.490259e-03  1.012745e-02 -4.720273e-04
#> 219  0.0117945414  3.231926e-03 -7.655426e-03 -1.091297e-03  1.032467e-02
#> 220 -0.0025511265  5.348054e-03 -4.337904e-03  7.458922e-03  1.557301e-03
#> 221  0.0016991781 -9.070307e-03 -7.691098e-03  6.843138e-03 -1.468293e-02
#> 222 -0.0077308388  9.216684e-04 -3.030132e-03  3.596741e-03  7.820263e-03
#> 223 -0.0048134377 -3.295370e-03  9.155753e-03  5.060926e-03 -1.404058e-02
#> 224 -0.0004418084 -1.125966e-02  9.680476e-03  1.153696e-02  3.712293e-03
#> 225 -0.0114502007 -2.891469e-03  4.496637e-03  5.273955e-03  1.126676e-02
#> 226  0.0113270667 -4.191544e-03 -3.315677e-03 -2.688037e-03 -2.118957e-03
#> 227  0.0102078987 -4.628591e-03 -1.988903e-03  3.284678e-05 -1.924915e-03
#>     pca_factor_91 pca_factor_92 pca_factor_93 pca_factor_94 pca_factor_95
#> 1   -8.052056e-03 -2.022747e-03  8.180433e-03  9.921981e-04 -1.990799e-03
#> 2    6.174194e-04  4.219358e-03 -2.354508e-03  1.250520e-03  8.259348e-03
#> 3   -1.751615e-02  7.080646e-03  3.834253e-03  7.666711e-03  1.663238e-03
#> 4   -8.766175e-03  4.826356e-03 -1.304386e-02  6.804553e-03  1.349340e-03
#> 5    1.607301e-03 -1.865970e-02 -1.427160e-02 -3.040457e-03 -1.455167e-02
#> 6   -1.033097e-02  1.364366e-02  8.770535e-03  7.175533e-03 -3.756933e-03
#> 7   -1.532333e-03  1.132213e-02  1.754866e-02  9.324533e-03 -2.638614e-03
#> 8    2.521691e-02  1.712802e-02 -1.029574e-02 -1.776326e-02 -3.257681e-03
#> 9   -1.288010e-02  1.371860e-03 -9.390609e-04 -2.090845e-03 -1.054305e-03
#> 10   3.278337e-03 -3.317686e-03  3.739726e-03  2.110778e-02  9.103471e-03
#> 11  -5.510042e-04 -1.273899e-02  7.915643e-03  1.056675e-02  4.065886e-03
#> 12   5.156344e-04  3.841334e-04  7.335252e-03 -1.622837e-02 -7.462839e-03
#> 13   6.474311e-03 -8.056723e-03  2.577557e-04 -3.595371e-03 -7.244409e-03
#> 14  -4.801712e-03  3.692842e-03 -2.044830e-02  5.177076e-03  4.284118e-03
#> 15   6.443277e-03  4.909149e-03  1.081017e-02 -5.809269e-03  5.610682e-06
#> 16  -2.259022e-02  4.184092e-03  2.168601e-03  2.730939e-03  7.397938e-03
#> 17  -6.527456e-03 -3.246445e-03  1.275338e-02  1.430284e-02  4.221188e-03
#> 18   1.525239e-02 -2.698006e-02  2.212471e-02  2.271394e-02  3.712614e-03
#> 19   3.953407e-04  5.161719e-03 -2.546326e-03 -5.765726e-03 -2.993641e-03
#> 20  -9.171730e-04  9.202596e-03  3.103939e-03  1.702398e-03 -2.812340e-03
#> 21   7.543221e-03 -9.574856e-03 -8.938134e-03 -1.166687e-02  7.165833e-03
#> 22  -2.088332e-02 -4.134365e-03  4.464549e-03  1.550130e-02  1.319510e-02
#> 23   7.082211e-03 -2.071300e-02 -9.158285e-04 -1.610786e-03  8.761903e-05
#> 24   3.665654e-03  3.274891e-03  7.326164e-03  5.356565e-03  7.288259e-03
#> 25  -2.839997e-03 -2.670678e-03  5.323563e-03 -5.690967e-03 -1.143926e-03
#> 26  -8.583277e-03  3.781770e-03  6.671047e-03 -3.928778e-03 -1.515811e-03
#> 27   1.703451e-02 -3.129343e-03 -2.965441e-03  1.988629e-03 -2.357155e-03
#> 28   5.966176e-03 -4.176492e-03  6.533745e-03 -7.737432e-03  2.516147e-03
#> 29  -4.210360e-04 -3.905753e-03  1.856980e-03 -1.900038e-03 -4.613539e-03
#> 30   6.766228e-04  9.561002e-03 -8.786412e-03  1.144816e-02  5.650140e-03
#> 31   1.058254e-02  8.464814e-03 -3.019594e-03  1.066023e-03 -8.274697e-03
#> 32   1.069805e-02  2.641652e-03  2.072259e-02 -7.866440e-03 -3.844616e-03
#> 33   8.929568e-03 -7.286055e-04 -1.723273e-02 -1.602132e-02 -1.256486e-02
#> 34   5.542320e-03  5.564095e-03  4.249484e-03  2.381050e-03  4.286663e-04
#> 35   1.564691e-03 -1.209671e-02  1.291955e-02 -1.066763e-02  3.782636e-03
#> 36   7.775257e-03  2.890599e-03 -1.159678e-02 -6.783618e-03 -1.395466e-03
#> 37  -6.528058e-03 -3.805158e-03 -1.581690e-04  6.315846e-05 -4.759535e-03
#> 38  -1.005084e-02 -7.026043e-03  7.213149e-03  7.745756e-03  6.829834e-03
#> 39   1.066751e-02 -1.192059e-02 -1.435457e-03 -4.271293e-03 -8.659895e-03
#> 40  -8.746175e-03  1.015156e-03  2.961678e-03 -1.910171e-02 -6.379774e-03
#> 41  -5.528595e-04 -6.302604e-03  6.595161e-03  1.317160e-03 -1.042441e-03
#> 42   5.964173e-03 -8.173775e-03  4.864146e-03  3.804331e-03 -6.736901e-03
#> 43  -1.741381e-03  1.148280e-02 -6.752707e-03 -7.466689e-03  1.433702e-03
#> 44  -1.051716e-02  4.260649e-03 -4.811629e-03 -7.134535e-03 -4.473483e-03
#> 45  -4.249800e-03 -1.637023e-02  1.743457e-02 -8.007862e-03 -1.820227e-02
#> 46   2.218556e-02  5.380408e-03 -4.839971e-03 -7.680424e-03  4.272383e-03
#> 47   2.215324e-03  1.664438e-03  2.353366e-03 -5.606232e-03  2.600830e-03
#> 48  -2.060936e-02 -3.542438e-03 -1.649552e-02  7.257702e-03 -5.400062e-03
#> 49  -3.395094e-02  7.235247e-03 -9.705154e-03  4.485041e-03 -9.263511e-05
#> 50  -1.889026e-02 -1.207922e-02  1.125842e-03 -4.606933e-04 -3.316255e-03
#> 51   9.957208e-03  2.381438e-04 -1.532660e-02  3.295047e-03  1.128770e-02
#> 52  -7.030368e-03  1.043096e-03  6.409826e-03  4.338751e-04 -2.213871e-03
#> 53   1.934150e-03  4.169793e-03 -1.556579e-04  4.672545e-03  3.484626e-03
#> 54  -2.310912e-03  3.315877e-03  8.450986e-03  8.021390e-03  6.887716e-03
#> 55   6.900671e-03 -2.794075e-03  3.730643e-03 -1.441749e-03 -1.624158e-03
#> 56  -2.772689e-03  1.088121e-02 -1.787545e-02  1.004958e-02 -3.886348e-04
#> 57  -1.841751e-05 -1.019615e-03 -7.019946e-03  1.085631e-03  6.785079e-04
#> 58   3.271773e-04  5.439503e-03  1.015898e-02  6.066406e-03 -2.438585e-04
#> 59  -4.484858e-03 -4.047018e-03  7.009269e-03 -1.926668e-02 -2.485143e-03
#> 60  -2.788966e-03  3.080809e-04  5.260318e-03  1.523502e-03 -1.802370e-03
#> 61   4.152680e-03  5.965057e-03  3.320087e-03  1.999311e-02  1.829542e-02
#> 62   5.044931e-04 -2.531868e-03  1.427232e-02  2.005026e-03 -3.794853e-03
#> 63   3.669620e-04  3.001140e-03  6.148028e-03 -4.799044e-03 -2.936471e-03
#> 64   2.137357e-02  5.508905e-03  3.223037e-03 -1.376315e-02 -6.028121e-03
#> 65   7.348218e-04  1.490312e-03 -6.853001e-03  1.799995e-03 -2.254334e-03
#> 66  -2.889549e-03 -6.026147e-03  2.926509e-03  1.067602e-02 -6.835050e-03
#> 67   4.177013e-03  2.578947e-02 -1.168704e-02 -3.354531e-05  1.005508e-02
#> 68  -2.488200e-02 -7.460371e-03  1.988996e-02  1.861409e-03 -2.548581e-03
#> 69   5.980055e-03  1.839391e-02 -4.184864e-03 -6.973626e-03  1.005191e-02
#> 70  -4.984556e-03 -1.488630e-02  3.410188e-03 -7.626364e-03 -2.761143e-03
#> 71   3.722270e-03 -2.725443e-02 -9.840910e-03 -6.243322e-03 -6.752012e-03
#> 72  -2.386059e-03 -1.574368e-03  2.447088e-03  3.155800e-03 -2.798379e-03
#> 73  -1.763097e-03 -1.589474e-03 -2.681764e-03 -3.900442e-03  9.410684e-03
#> 74  -1.113116e-02 -1.347144e-02  1.804042e-02 -2.017155e-02  2.102540e-02
#> 75   6.631667e-03  2.188901e-02 -2.257106e-02 -2.298497e-02  2.236787e-03
#> 76   1.340582e-02  1.065693e-03 -1.128377e-02  7.982324e-03  4.740997e-03
#> 77  -9.582068e-04  8.262108e-03 -1.000379e-02  1.060502e-02 -6.783677e-03
#> 78  -7.466912e-03 -7.144951e-03 -8.750699e-03  2.410302e-03 -5.706514e-03
#> 79  -3.841429e-04  3.058056e-03  1.091151e-02 -1.004526e-02 -7.092942e-03
#> 80   1.095756e-02  7.805587e-03 -8.113680e-03 -3.819184e-03  8.243937e-03
#> 81   1.139538e-04  1.026090e-02  1.218484e-02 -8.068787e-03  1.529694e-02
#> 82  -1.634396e-03  1.486789e-02 -5.811975e-03 -1.080205e-02  5.338417e-04
#> 83   2.385902e-03  1.613161e-02 -7.748733e-03  7.445095e-03  5.766384e-03
#> 84   3.675565e-03 -2.561708e-03 -7.310960e-03  1.275513e-02  3.601185e-03
#> 85   1.198834e-02 -5.611639e-03  3.553928e-03  9.427471e-03  3.037046e-03
#> 86  -9.460522e-04  1.622652e-03  1.042364e-02  3.103672e-03 -3.103261e-03
#> 87  -2.119199e-02  2.945188e-03  4.053239e-03 -1.811824e-02 -1.283555e-02
#> 88   1.968953e-02  3.609381e-03 -3.290519e-03 -7.445246e-03 -1.090741e-03
#> 89  -2.867588e-03  1.405818e-04 -7.543614e-03  6.734394e-04 -5.225807e-03
#> 90  -9.626099e-03 -4.643670e-03  1.433921e-02 -1.496000e-02 -1.104266e-02
#> 91  -3.326380e-03  4.923063e-04  3.954458e-03 -2.382325e-03 -2.989656e-04
#> 92   1.244688e-02  1.959569e-02 -7.841977e-03 -5.611056e-03  1.031108e-02
#> 93   1.114484e-02 -3.141140e-03  9.014102e-05  3.718534e-03  3.828828e-03
#> 94   3.001164e-03 -5.878083e-03  4.870917e-04 -1.130274e-02 -1.342827e-02
#> 95   1.122957e-02  2.559869e-02  1.048224e-02  6.324809e-03 -3.207431e-03
#> 96   4.940849e-03  6.995438e-04 -4.435967e-03  7.001007e-04  2.560424e-03
#> 97   1.007670e-02  1.054587e-02  6.093330e-04  6.757307e-03 -3.641029e-03
#> 98   5.487600e-03 -3.316441e-03 -1.598650e-04 -6.388870e-03  2.377521e-03
#> 99  -3.091273e-03 -1.774885e-02  1.902300e-02 -2.887361e-02  3.581185e-02
#> 100 -3.552527e-03  8.576873e-03 -3.888049e-03  8.519338e-03 -7.269992e-03
#> 101  5.967222e-03 -3.297422e-03  6.065096e-03 -4.351532e-03 -9.206826e-04
#> 102 -5.326002e-03 -6.028235e-03 -6.513774e-03  6.724909e-03 -5.195595e-03
#> 103 -2.646577e-03 -1.878569e-03 -3.948316e-03  1.216563e-02 -4.835712e-03
#> 104 -7.584348e-03 -7.175329e-03 -4.088883e-03 -3.132591e-03  3.365547e-03
#> 105 -1.141218e-02 -6.372566e-03  5.318158e-04 -7.374084e-03 -7.987743e-03
#> 106  4.006622e-03  1.052255e-02  7.721823e-03  9.826182e-03 -2.416549e-02
#> 107 -5.756348e-03  4.798041e-03 -1.724145e-02 -3.248929e-03  2.536957e-03
#> 108  3.363045e-03 -1.455931e-02 -1.726350e-02 -4.019846e-03 -4.326971e-03
#> 109 -8.396006e-03 -2.211970e-02 -1.328259e-02 -8.122726e-03 -5.884260e-03
#> 110 -7.338504e-04  1.347889e-02  6.093907e-03 -5.323028e-03  2.575176e-03
#> 111 -9.855659e-03  8.203763e-03  6.219383e-03 -1.249252e-02  2.174631e-02
#> 112 -6.999325e-03  1.107141e-02 -9.030982e-03  7.599260e-03  9.372747e-03
#> 113  1.427950e-03  2.098494e-03  1.947550e-05  4.036222e-03  1.148120e-02
#> 114 -4.095400e-03 -3.690520e-03 -6.732427e-03 -4.283375e-03  6.361003e-03
#> 115  1.028350e-03 -1.392797e-02 -2.472403e-03  6.700238e-03 -1.130557e-02
#> 116 -1.059656e-02  4.940315e-03 -4.648965e-04  2.794050e-03 -1.023127e-03
#> 117 -1.414791e-02 -1.712099e-03 -5.950392e-03 -1.088780e-02 -5.024002e-03
#> 118 -5.904724e-05  8.160841e-03  5.005185e-03  8.150628e-03  5.053675e-03
#> 119 -7.625507e-03 -4.938529e-03 -6.139871e-03  1.389804e-03 -1.752120e-03
#> 120 -7.665900e-03  5.203491e-03 -7.746939e-03  4.660575e-03  9.458681e-03
#> 121 -1.228308e-04  2.198759e-03 -2.511796e-03 -3.641635e-03  3.793914e-03
#> 122  2.936573e-03 -8.913853e-04 -9.068547e-03 -4.638727e-03  1.774888e-03
#> 123  7.342985e-04  1.379451e-03  1.239903e-03 -5.804263e-03 -7.385131e-03
#> 124 -5.170653e-03 -3.166867e-04  5.921765e-03 -2.438731e-03 -7.187811e-04
#> 125 -3.166714e-03 -8.107644e-03  1.664658e-02 -1.862471e-02  2.663764e-02
#> 126  7.747324e-03  9.261802e-03 -1.820541e-03  7.005452e-03 -2.440970e-03
#> 127 -8.726752e-03 -1.565364e-02 -1.676759e-02  5.508708e-03 -3.930240e-03
#> 128  4.204509e-04  1.328601e-02 -1.924731e-03 -1.255549e-02 -1.602136e-03
#> 129  2.161604e-02 -8.585244e-03 -1.244764e-04  4.134008e-03 -1.636068e-03
#> 130 -1.338910e-02 -8.097096e-03  7.115214e-03  9.690642e-03 -2.444543e-03
#> 131  1.287137e-02 -2.843720e-03 -2.246738e-03  1.116903e-03 -4.873837e-05
#> 132  1.564223e-02 -1.160957e-02 -1.311098e-03 -1.150458e-03  1.481023e-03
#> 133 -3.952975e-03  4.256100e-04 -1.211715e-02  2.237782e-02  9.379303e-03
#> 134 -2.935008e-03 -8.683654e-03  3.454040e-03 -3.760706e-03  9.044893e-03
#> 135 -1.663649e-03  1.695006e-03  8.846154e-03  6.761720e-03  6.997784e-03
#> 136 -1.873414e-03  1.857490e-03 -9.919507e-03  1.176881e-02 -8.335361e-03
#> 137  4.196700e-03 -8.514900e-03  3.273071e-03 -1.343404e-02 -1.516918e-02
#> 138 -1.602944e-02  3.978243e-03 -4.351876e-03 -6.939327e-03 -9.421480e-03
#> 139  3.671588e-03 -1.098898e-02 -8.028035e-03  2.673030e-03 -1.228899e-02
#> 140  4.515997e-03 -5.654660e-03  4.713268e-03  3.027992e-03  1.632644e-02
#> 141  4.055305e-03 -7.355530e-03  3.468281e-03 -5.408651e-03 -5.064829e-03
#> 142  5.255250e-03 -2.023202e-03 -8.692259e-03 -1.422762e-03 -6.364985e-03
#> 143 -9.985747e-03  4.093008e-03  1.005899e-02  2.258739e-03  1.234961e-03
#> 144  1.870172e-02 -1.612202e-02  1.737009e-02  2.275744e-02  9.765650e-03
#> 145  4.895572e-03  3.797731e-03  1.580436e-02 -3.513012e-03 -6.032818e-03
#> 146  4.467267e-03  2.393553e-03 -2.489417e-02  5.219709e-03 -1.271999e-03
#> 147  5.120397e-04  5.797688e-04 -3.811445e-03 -2.420210e-03  1.965389e-03
#> 148 -8.635710e-03 -3.943035e-03 -1.122594e-02  1.982661e-02  1.171361e-02
#> 149  1.195784e-02 -2.651048e-02 -3.092444e-03  1.067222e-03 -9.794840e-03
#> 150  1.386440e-04 -3.507409e-03  1.989267e-03 -2.287976e-03 -6.695208e-03
#> 151  1.615812e-02 -1.064998e-02  1.107374e-02  5.189894e-03 -7.194370e-03
#> 152  1.788458e-03  2.983461e-03  8.078787e-03 -5.126943e-03 -1.122551e-02
#> 153 -3.440998e-03 -5.972287e-04 -1.472806e-02 -2.902896e-04  6.132620e-03
#> 154 -5.654658e-03 -1.194704e-03 -7.329503e-04  2.069732e-02  1.655892e-02
#> 155  3.670448e-03  1.759535e-02 -3.518517e-04 -1.091515e-03 -2.100301e-03
#> 156  6.067296e-03 -1.691071e-03 -1.321408e-03  7.644495e-03  8.929486e-03
#> 157 -1.310337e-02 -2.458793e-03  1.345689e-02  8.681890e-03 -1.614647e-02
#> 158  7.496140e-03 -4.721370e-03  2.929958e-03  2.242943e-03  1.580521e-03
#> 159 -2.820956e-04 -1.400669e-02  1.373655e-03 -5.994878e-03  9.228514e-04
#> 160 -1.776321e-03  8.068558e-03  8.899028e-03 -1.521562e-03 -4.171267e-03
#> 161 -1.550845e-03  3.700377e-03 -6.278033e-04 -3.134948e-03  1.421822e-03
#> 162  3.831139e-03 -2.236639e-02 -1.087417e-02 -2.971165e-03  1.603687e-03
#> 163 -2.385385e-03 -3.288627e-03 -1.475530e-02  8.768919e-03  5.270320e-03
#> 164 -9.504767e-03  2.038982e-02 -2.250321e-02 -2.044561e-02 -1.006640e-02
#> 165 -9.027814e-03  8.003641e-03  9.935342e-03  9.825400e-04 -1.373715e-03
#> 166 -1.248493e-02  3.224477e-03  9.420650e-03 -3.860484e-03  4.501052e-03
#> 167  2.906384e-02  5.935681e-03  5.011311e-03  1.740329e-03  9.000811e-03
#> 168  1.263837e-03  3.125098e-03 -2.665051e-03 -1.285614e-03  9.482227e-03
#> 169  1.664058e-02 -2.286916e-03  1.975815e-03 -1.104667e-02 -9.447584e-03
#> 170  1.419367e-02 -9.057249e-04 -5.319935e-03 -1.513533e-03 -4.108670e-03
#> 171  9.026517e-03  1.805256e-02  5.736759e-03 -4.107299e-03  3.155856e-04
#> 172  1.010863e-02 -7.557282e-03  9.002907e-03 -8.012498e-03 -8.474565e-03
#> 173 -2.465391e-03  3.937618e-03 -5.230045e-03  1.768495e-03  8.394141e-03
#> 174 -4.025177e-03 -1.557190e-02 -1.464816e-02 -3.032994e-03  9.653101e-03
#> 175  8.831737e-03  7.389780e-03 -2.438112e-03 -1.329850e-02 -3.503520e-03
#> 176 -9.195406e-03  3.134598e-03  1.365920e-03 -3.215859e-03 -1.113445e-03
#> 177 -1.153680e-02  1.833536e-02 -1.735938e-03 -1.382498e-02 -5.973389e-04
#> 178  6.924901e-03  1.425330e-02  1.351754e-02 -6.530998e-03 -2.694588e-03
#> 179 -3.327301e-03  1.672127e-03 -1.350786e-03  6.065408e-03  4.675711e-03
#> 180  7.955470e-03  3.053467e-03 -3.602435e-03  3.083070e-03  4.468169e-04
#> 181  1.036468e-02  5.535131e-03  5.206446e-03  4.450901e-03  9.435266e-03
#> 182  9.335455e-03 -1.863922e-03 -1.101839e-02 -1.585121e-02 -1.207917e-02
#> 183 -8.287291e-03 -2.339950e-03 -2.930788e-03 -1.280839e-02  5.927896e-03
#> 184 -5.712274e-03  1.443514e-02 -4.229006e-03  1.677942e-02  1.343868e-02
#> 185 -9.197618e-04 -8.276343e-03 -4.418963e-03  1.475083e-04  3.056422e-03
#> 186 -1.567940e-03 -1.241560e-02 -4.432781e-03 -6.155263e-03 -4.740528e-03
#> 187  2.040236e-02  7.660747e-03  1.077219e-02  1.248478e-02  2.514389e-03
#> 188 -8.872351e-04  5.690572e-03  1.022623e-03  4.864705e-03 -1.613319e-02
#> 189 -6.659317e-03  1.491219e-02  1.771338e-02  1.166512e-02 -2.945292e-02
#> 190 -1.889717e-02  4.810764e-03  4.607404e-04 -1.572442e-02 -1.300302e-02
#> 191  7.869099e-03 -1.144937e-02  2.476254e-03 -4.233240e-03  3.545570e-03
#> 192  2.915978e-03 -1.641850e-03 -1.766824e-02  4.770430e-03 -3.817883e-03
#> 193  2.732473e-03 -1.072475e-03 -6.954315e-04  1.525403e-04 -2.171209e-03
#> 194 -4.323127e-03 -3.339370e-03  7.946313e-03  1.156289e-02 -4.415465e-03
#> 195 -5.543788e-03 -3.312673e-02 -8.928143e-03  1.128567e-02 -1.486465e-02
#> 196 -4.304545e-03  1.219541e-02 -4.590289e-03  4.765288e-03  1.271670e-02
#> 197 -2.716141e-02 -1.942806e-03  9.964365e-03 -6.359717e-04  4.671090e-03
#> 198  4.492514e-03  1.623046e-02  3.870196e-04  5.686134e-03 -1.009954e-02
#> 199  7.852439e-03 -7.040563e-03 -6.336965e-03  5.837301e-03 -9.438135e-03
#> 200 -4.185909e-03 -3.313537e-03  2.276487e-03  1.214348e-03 -2.220347e-03
#> 201  9.374445e-03  8.238912e-03  8.697090e-04 -3.073293e-03  8.069920e-03
#> 202  1.481672e-03 -6.244974e-03  1.629693e-03 -2.492395e-03  9.786092e-03
#> 203  5.706251e-04 -3.126976e-03  9.091755e-03  8.823920e-03  6.125560e-03
#> 204 -4.243690e-03 -1.809378e-02 -3.034214e-02  3.575147e-03  3.727375e-03
#> 205 -4.218474e-03  1.011668e-03  1.346028e-03 -5.020533e-03  1.231616e-02
#> 206  1.847151e-03 -3.124057e-04  1.479882e-02 -2.668628e-03 -1.896249e-03
#> 207  6.578483e-03 -8.699688e-04  5.197792e-03 -1.563630e-02  1.305344e-02
#> 208  7.536145e-03  1.861167e-02  1.708095e-02  5.714926e-03  1.667513e-03
#> 209  5.955451e-03  1.133032e-03  1.460730e-02  7.112512e-04  3.035332e-03
#> 210 -6.146011e-03  3.324245e-03  4.239546e-03  8.467911e-03  1.410881e-03
#> 211 -1.343361e-02  5.623396e-05  5.602870e-03 -1.163452e-05 -2.770552e-03
#> 212 -9.602807e-03  1.027836e-03 -1.515811e-02  7.030802e-03  1.064526e-02
#> 213  1.388978e-03  9.409002e-04  5.027533e-03 -6.282871e-03  1.117299e-02
#> 214  2.800524e-02 -9.593708e-03 -1.186523e-02  5.441913e-03  3.237548e-03
#> 215  9.955750e-03 -8.949051e-03  3.566148e-04 -3.906894e-03  7.624010e-03
#> 216 -6.845536e-03  1.975625e-03 -4.771340e-03  2.115715e-03 -3.123057e-03
#> 217  1.216733e-02  1.212249e-03 -4.771377e-03  7.701405e-03  1.478927e-03
#> 218  1.731297e-03  1.653282e-02  3.492456e-03  2.797874e-02 -5.501637e-02
#> 219 -1.712035e-02 -5.786396e-03 -1.679495e-02 -2.191162e-03  1.185835e-02
#> 220 -5.974632e-03 -1.777653e-03  4.137306e-04  1.369082e-02  1.174640e-02
#> 221 -6.858710e-03 -5.687163e-04 -1.454803e-03  9.720880e-03  1.108749e-02
#> 222  6.066360e-03  5.742217e-03  2.541865e-03  4.036841e-03 -7.855095e-03
#> 223  3.846485e-03  1.428434e-03  1.411428e-02  1.586886e-02  2.166392e-03
#> 224 -2.131271e-02  1.016265e-02  2.378650e-04 -1.240721e-02 -8.716910e-03
#> 225  4.380458e-03 -3.393375e-03 -1.237654e-03 -7.187262e-03 -5.851690e-03
#> 226 -1.574692e-03 -2.333625e-04  3.493975e-03 -4.682442e-03  4.045843e-03
#> 227 -5.589520e-03  1.047848e-03  1.573870e-03  3.824698e-03 -7.674081e-03
#>     pca_factor_96 pca_factor_97 pca_factor_98 pca_factor_99 pca_factor_100
#> 1   -4.699202e-03 -2.207605e-03  7.427165e-03 -5.044416e-03   6.036761e-03
#> 2   -3.736354e-03  2.575995e-03 -4.304952e-03 -1.032860e-02  -1.063976e-03
#> 3   -8.994829e-03  1.099666e-02  1.440381e-03  1.132984e-02   2.417251e-03
#> 4    7.483395e-03 -1.174492e-03  7.294115e-03 -2.190794e-03  -1.413402e-03
#> 5   -4.728918e-03  7.340681e-03 -4.343021e-03 -1.466583e-02  -2.971143e-03
#> 6    1.315025e-02 -3.227112e-03  1.325068e-02  1.332560e-02   5.804668e-03
#> 7    6.308886e-03  2.539789e-03 -1.112001e-02  3.502754e-03   7.406352e-03
#> 8    1.689237e-02 -4.227214e-03  5.176686e-03 -2.735681e-03   3.812823e-03
#> 9    5.220430e-04 -1.444974e-02 -1.595151e-04 -3.871544e-03  -6.779792e-05
#> 10  -1.990361e-03 -6.114051e-03  1.193016e-02  5.923584e-03   4.049992e-03
#> 11   3.974134e-03 -4.365456e-03 -5.558524e-04 -1.055850e-02   2.298754e-03
#> 12   4.782165e-03  2.049738e-03  9.803215e-03 -1.545772e-03  -4.374639e-03
#> 13   4.602426e-03 -9.766431e-04  3.195056e-03  3.719167e-03  -2.130501e-03
#> 14   1.051826e-03  7.615313e-03  9.203039e-03 -1.284941e-02  -1.349441e-02
#> 15  -1.544429e-02  1.434630e-03  8.603600e-03  3.915294e-04   2.897606e-03
#> 16  -2.295072e-03 -4.837082e-03 -3.245973e-03  1.077926e-03  -2.535579e-02
#> 17   5.722402e-03 -1.880171e-03 -3.263842e-03 -3.356241e-03  -1.439225e-02
#> 18  -1.240622e-03  1.119702e-02  6.065220e-03  9.518511e-03  -1.426866e-02
#> 19   1.057222e-03  2.505829e-03  5.721709e-03 -5.388993e-03  -1.945101e-03
#> 20   8.428831e-03  7.501196e-04  4.358040e-03 -7.171520e-04   2.979628e-04
#> 21  -8.961896e-03  6.454421e-03 -2.202945e-02 -2.100171e-03  -9.734043e-03
#> 22  -3.323883e-03  5.655246e-03  6.192057e-03  1.119988e-03   2.422566e-03
#> 23   3.259861e-03  1.540508e-03 -2.527532e-02  6.269710e-03   3.538090e-03
#> 24   2.628482e-03  2.261164e-02  4.046722e-03 -5.684237e-03  -2.340338e-02
#> 25  -2.771465e-04  1.374069e-02  3.512780e-03 -8.251066e-03   9.681600e-03
#> 26  -1.005482e-03 -5.297887e-03 -5.490506e-03  1.268140e-03  -3.859329e-03
#> 27   5.303819e-03 -1.024308e-02  2.660513e-03  3.636368e-04  -2.489615e-03
#> 28  -9.911776e-03  8.610509e-04  2.739822e-04 -1.346285e-03   1.365571e-03
#> 29   8.279518e-04 -5.948806e-03 -3.611955e-03 -3.127551e-03   3.056596e-03
#> 30  -2.447937e-03  6.670721e-03 -1.281063e-03  1.286445e-02  -2.958743e-03
#> 31  -1.957457e-02  4.283078e-05  9.374712e-03  2.705813e-03   1.190721e-03
#> 32  -2.588759e-02 -2.219530e-04  6.641996e-03  8.105059e-03   5.921861e-03
#> 33   6.330117e-03  6.299021e-03  4.065516e-03  1.191059e-02   2.668493e-03
#> 34  -7.880634e-03  7.713150e-03 -1.148540e-02  1.131427e-02   9.160860e-03
#> 35   4.010593e-03 -3.065841e-03 -3.330521e-03 -1.078903e-02  -6.715136e-03
#> 36   2.628389e-04 -9.348839e-06 -1.141473e-03  6.672460e-04   1.224241e-03
#> 37   5.197106e-03 -1.183868e-02  9.020225e-03 -1.023304e-03  -4.452385e-03
#> 38  -1.412305e-02  2.174746e-03 -7.116296e-03  5.571840e-03   5.301205e-04
#> 39   1.003252e-02 -1.411380e-02 -4.234056e-03 -7.764027e-03   7.733618e-03
#> 40  -6.404578e-03  1.642721e-02  2.419019e-03 -4.346314e-04   1.079433e-02
#> 41  -2.285527e-03  1.293730e-02  2.038948e-03  2.762792e-03   6.968501e-03
#> 42  -3.347763e-03 -2.043586e-03 -3.586156e-03 -8.396803e-03   3.685613e-02
#> 43   6.886820e-03 -2.125767e-02 -3.129783e-03 -1.231846e-02  -6.560501e-03
#> 44   3.616237e-03 -2.649262e-02 -5.745804e-03 -6.437191e-03   5.829895e-03
#> 45   7.966606e-03  2.458648e-03 -1.727442e-03 -1.050534e-03  -6.453803e-03
#> 46   5.110629e-03 -1.126990e-04 -5.114025e-04  2.591444e-03  -2.635465e-02
#> 47  -3.602915e-03  7.826839e-06  4.349314e-04 -5.191839e-03  -3.118449e-03
#> 48   1.377231e-02 -8.283030e-03 -6.659092e-03  2.335088e-03  -7.785465e-03
#> 49   1.563214e-03  1.269525e-02  4.297734e-03  2.672830e-02  -6.396572e-03
#> 50  -8.568042e-03  7.570176e-03 -9.161909e-03  7.276098e-03   2.765469e-03
#> 51  -8.207761e-03  2.558287e-03  1.399663e-02  5.086643e-03   2.815984e-03
#> 52  -1.843061e-03 -2.181994e-03 -9.536383e-03  1.781361e-03   8.781251e-03
#> 53  -3.049394e-03 -9.282645e-03  1.125591e-03 -5.451293e-03   7.237409e-03
#> 54   5.442930e-03  1.552120e-03  6.994457e-03  1.459192e-04  -1.410550e-02
#> 55   5.370918e-03 -1.541040e-02 -2.303301e-03 -7.696541e-03  -1.293888e-02
#> 56  -7.598768e-03  2.863070e-03  1.006802e-03 -4.363899e-03  -1.034900e-02
#> 57   2.174866e-03  1.241541e-03  1.190843e-03  3.046027e-03   3.167967e-03
#> 58   2.093408e-03 -1.357313e-03  3.811643e-05  5.606728e-03   5.287585e-03
#> 59  -2.084878e-02  3.703661e-03  1.648977e-03 -1.399866e-02  -1.024170e-02
#> 60   2.560786e-03  1.005975e-02  3.489305e-03 -7.155717e-04  -2.544864e-04
#> 61  -4.744269e-03  7.069476e-03 -1.416567e-03  4.946033e-04   6.244093e-03
#> 62   9.924122e-04 -3.050228e-03 -8.956637e-04  5.197765e-03   4.092380e-03
#> 63  -7.959008e-03 -2.305116e-03 -7.255607e-03  1.506785e-02   4.799084e-03
#> 64  -2.550550e-03  1.341993e-02 -3.324124e-04 -4.503428e-03   1.006318e-02
#> 65  -4.465399e-04  1.082991e-02 -7.941673e-04  7.009500e-03   2.658936e-04
#> 66   3.870229e-03  1.138741e-03 -1.910005e-02 -2.156619e-03   9.923298e-03
#> 67   5.906540e-03  4.593386e-03  1.369108e-02  5.716629e-04  -9.483851e-03
#> 68   1.862267e-03 -4.875354e-03  2.582951e-03 -1.200221e-02  -1.304084e-02
#> 69  -4.121581e-03 -3.371394e-03 -2.847447e-03 -3.820982e-03  -3.570657e-03
#> 70  -2.307871e-03  3.582313e-04 -3.383474e-03  1.227919e-02  -4.339907e-03
#> 71  -1.200937e-02 -5.861191e-03  1.416329e-02  1.014054e-03   1.551683e-03
#> 72  -3.274598e-04 -1.389694e-02 -2.571790e-03  4.458930e-04   2.732631e-03
#> 73  -1.279334e-02 -1.181189e-03 -1.437033e-02 -3.741840e-03  -4.890241e-03
#> 74   3.387720e-02 -5.042452e-03  7.703645e-03 -2.674745e-03  -1.918939e-03
#> 75   9.188648e-04  6.732878e-03 -4.268102e-03 -2.767472e-03   5.770429e-03
#> 76   4.105897e-03 -3.571562e-02 -3.721547e-03 -4.658523e-03  -8.686524e-03
#> 77  -9.043518e-03  1.733736e-03 -1.083731e-02  7.032914e-03   6.312102e-03
#> 78   8.189684e-03 -3.763560e-03  8.103194e-03  9.376994e-03   4.155003e-03
#> 79  -4.251189e-03 -9.109996e-04  7.067198e-03 -4.478709e-03  -9.592779e-03
#> 80  -4.385338e-03  1.080328e-03  5.175321e-03 -7.195895e-03   5.476910e-03
#> 81   1.531205e-02  5.636665e-03 -2.513877e-03  9.525796e-03   5.846912e-03
#> 82  -5.944676e-03  1.521739e-02 -2.423434e-03  7.753131e-03   5.879115e-03
#> 83   1.892511e-02  1.444855e-02 -1.877953e-02 -7.609749e-03  -5.406846e-03
#> 84   2.854846e-03 -1.349310e-02  3.612348e-03  4.786862e-03  -1.024020e-02
#> 85  -1.980006e-03  1.107012e-02  1.202906e-02  6.781636e-03  -2.080467e-02
#> 86   5.452650e-03  1.437081e-02  4.405611e-03 -3.314993e-03  -6.594417e-03
#> 87  -1.190272e-03  6.672552e-03 -2.472963e-03 -5.654032e-03  -5.863429e-04
#> 88   7.076131e-03  1.989615e-02  2.659610e-03 -1.405491e-02   2.440188e-02
#> 89   7.765075e-04 -1.495547e-02 -4.826565e-03  8.920020e-03  -1.519456e-03
#> 90   1.346700e-02 -2.461752e-03 -3.747315e-05 -1.822674e-02  -1.396068e-02
#> 91  -1.789061e-03  2.859147e-03 -4.421498e-04 -5.884983e-03   2.974240e-03
#> 92   5.176547e-03  4.647259e-03  1.056746e-02 -6.099921e-03   4.505130e-03
#> 93   6.515035e-04 -7.207721e-03  8.021740e-03 -5.143075e-03  -5.249404e-03
#> 94   3.179842e-03  4.682799e-03  3.327854e-03  1.764419e-02  -1.368814e-02
#> 95   6.976450e-03  1.766176e-03 -1.615511e-02  8.780236e-03   1.556094e-03
#> 96   7.696867e-03 -5.797200e-03 -1.177868e-03  5.952873e-03   5.067912e-03
#> 97  -2.642088e-03 -1.923081e-03  7.353635e-04  2.312832e-03   1.349110e-03
#> 98   2.043808e-03 -2.645344e-03  9.084710e-03  9.626357e-04  -2.144062e-04
#> 99   1.742960e-02 -6.899414e-03  4.568472e-03  1.683361e-02   1.211289e-02
#> 100  1.212457e-02  8.548051e-03 -1.590050e-02 -5.736236e-04   3.785965e-03
#> 101  3.298060e-03 -5.941137e-03  5.273570e-03 -1.219443e-02  -4.928249e-03
#> 102  1.939471e-02  1.314893e-02 -2.432551e-02 -4.390712e-03  -4.282986e-03
#> 103  9.158168e-04 -2.430048e-02 -7.096305e-03 -1.519392e-03   1.018862e-02
#> 104  3.533416e-03  2.201309e-03  1.790232e-03 -2.268571e-03  -1.026987e-03
#> 105 -1.863360e-03  2.670004e-03  5.544887e-03  6.425508e-03   4.818460e-03
#> 106 -5.506665e-04 -2.175246e-03  1.192677e-02 -1.595976e-03   4.765814e-03
#> 107 -2.756772e-03 -1.551131e-02 -7.056332e-03 -1.288270e-02   5.313609e-03
#> 108  5.650286e-03  8.261807e-03 -1.899407e-02 -4.919613e-03  -3.898902e-03
#> 109  3.439493e-02  2.355686e-03  1.328088e-02 -2.252714e-03   5.901676e-03
#> 110  3.396023e-03 -4.908047e-03  1.939521e-02  4.466744e-03  -2.291455e-03
#> 111 -1.872237e-02 -1.134654e-02  1.655662e-02  1.075723e-03  -3.875086e-03
#> 112 -1.547322e-03 -1.146486e-02  7.037480e-04 -5.466275e-03   9.166507e-03
#> 113 -1.495136e-03 -9.096237e-03  1.242539e-02  1.145311e-03  -1.421965e-03
#> 114  2.609239e-03 -2.851678e-03  1.266360e-02  1.982930e-03  -1.737738e-03
#> 115  3.447246e-03  3.524004e-04  1.502737e-02  2.135902e-03   5.120663e-03
#> 116 -3.530697e-03  1.541990e-02 -1.726816e-03  1.257157e-02  -4.820227e-03
#> 117 -1.313183e-03 -3.732978e-03 -1.720731e-03 -9.122934e-03   6.320316e-03
#> 118  8.000539e-04 -3.814107e-03 -3.065396e-04  4.475172e-03   3.854818e-03
#> 119  3.681827e-03 -4.085631e-04 -4.455280e-04  1.208879e-03  -1.868214e-03
#> 120 -1.385557e-02  4.083119e-03  1.114128e-03  1.376833e-02   7.252326e-03
#> 121  2.874084e-03  1.480579e-02 -1.589359e-03  1.741662e-03  -1.185125e-02
#> 122 -1.975258e-03  3.702118e-03  5.782332e-04 -9.127686e-03  -6.954552e-03
#> 123  4.140716e-03  1.324991e-02  4.276200e-03  9.570303e-03  -1.184169e-02
#> 124 -2.131770e-03  3.896799e-03 -3.523416e-04 -1.973754e-03  -1.193795e-03
#> 125 -5.373871e-03 -2.022070e-03 -2.105415e-02  8.514481e-03   3.245650e-03
#> 126  2.876326e-03  6.551615e-03 -1.488259e-02  2.732196e-03   4.662399e-04
#> 127 -2.138016e-02  2.509785e-03 -7.091811e-03 -6.187639e-03  -9.257161e-05
#> 128 -3.168044e-03 -4.818115e-04 -1.451491e-02  5.626553e-03  -3.488423e-03
#> 129  3.122420e-03 -3.399448e-04  5.133806e-03  9.414978e-03   4.948751e-03
#> 130  2.813297e-03 -3.186403e-03 -9.562442e-04 -8.607899e-03  -8.587265e-04
#> 131 -3.403770e-03  2.049259e-03 -1.877074e-02 -6.502313e-03  -7.094762e-03
#> 132 -9.024444e-03  1.098811e-02  1.083979e-02  8.603708e-03   1.858603e-03
#> 133 -9.979375e-03 -6.716695e-03 -7.055253e-03  1.699093e-02   3.134244e-03
#> 134  1.139651e-02 -2.328140e-03  3.197523e-03  7.881456e-04   7.446926e-04
#> 135  3.586923e-03  2.617142e-03 -5.732457e-04 -6.766791e-03  -1.726557e-04
#> 136  1.657060e-02  1.092782e-03 -1.782663e-02  8.073387e-03  -2.763775e-03
#> 137  5.717742e-03  1.057147e-02  3.478702e-03  6.657643e-03  -4.758743e-03
#> 138  1.040207e-04  2.839798e-03 -7.700105e-03  1.161450e-03  -2.022423e-03
#> 139 -1.311804e-03  9.525693e-03  8.775828e-03 -1.903361e-03   2.069548e-02
#> 140  5.406278e-04  1.964903e-03 -2.411314e-05 -3.709130e-02   2.356150e-02
#> 141  1.218055e-04  2.692948e-03 -1.373237e-03 -3.557817e-03   9.598362e-04
#> 142  3.467946e-03  2.312789e-04  1.363925e-03  1.668587e-02  -1.797815e-02
#> 143 -2.394390e-03  1.544939e-02  4.589171e-03  8.263561e-03  -1.078048e-02
#> 144 -3.982601e-03  1.037509e-02  6.043387e-03 -2.579874e-03   1.855112e-03
#> 145 -4.204667e-03 -3.627284e-03 -5.185051e-03  4.043430e-03   5.073197e-04
#> 146 -1.553540e-03  4.438319e-03  7.870595e-03 -1.600284e-03  -4.961602e-03
#> 147 -8.275923e-03  1.277579e-02  2.379551e-03  3.859479e-03   6.506125e-03
#> 148 -4.942132e-03 -2.092767e-02 -2.159240e-04 -8.615277e-03   1.721617e-02
#> 149 -7.443823e-03 -5.896250e-03 -3.132686e-03  1.816222e-02   3.013451e-03
#> 150 -1.730568e-03 -7.804481e-03 -3.795689e-03  1.172367e-02   1.684177e-03
#> 151  7.894424e-03 -3.253174e-03  7.509973e-03  1.807272e-03   6.476456e-03
#> 152 -4.786333e-03 -8.620912e-03 -5.889053e-03 -1.232904e-02  -1.092434e-02
#> 153  3.398490e-03  5.277215e-03  7.999934e-03 -6.626972e-03   2.693928e-04
#> 154 -3.919693e-04 -6.550895e-03  2.474608e-03 -1.251766e-03  -3.950542e-05
#> 155  1.074538e-02 -3.910492e-03  1.851521e-02 -7.735828e-05  -7.279653e-03
#> 156 -5.757449e-03  4.268749e-03 -4.641140e-03 -3.908944e-03  -2.882243e-03
#> 157  6.620817e-03 -8.798133e-03  1.522307e-02  1.171956e-02   9.699577e-03
#> 158  1.748117e-03  2.058149e-02  2.547111e-03  2.759927e-03  -6.508234e-03
#> 159 -1.101175e-02 -6.236201e-03  3.327985e-03 -6.227532e-03  -5.605787e-03
#> 160 -8.345010e-03 -3.749188e-04 -4.582952e-03  2.786202e-05  -3.238433e-03
#> 161 -3.631673e-03 -4.618904e-03  5.702872e-03  1.736007e-04  -3.892386e-04
#> 162 -2.136986e-02  2.708507e-03 -8.154262e-03 -1.062442e-02  -1.601635e-02
#> 163  1.023249e-02  8.050504e-03 -7.591625e-04  2.089358e-03   3.651338e-03
#> 164 -5.130962e-03 -2.511502e-03  4.671562e-03  1.695322e-02   1.107953e-02
#> 165  4.972101e-03 -6.669735e-03  9.616124e-03  8.293152e-03   1.928558e-03
#> 166 -1.245784e-02  8.525082e-04 -2.151683e-03 -1.028815e-02  -6.999109e-03
#> 167  4.519990e-03 -9.977497e-03  7.969092e-04  7.148400e-04  -1.581734e-02
#> 168 -6.520700e-03 -1.334567e-03 -2.232847e-02  6.182166e-03  -2.695866e-04
#> 169 -4.681444e-03 -1.239186e-02 -9.836381e-03  1.288290e-03  -1.155680e-02
#> 170  5.534103e-03 -1.354608e-02 -5.661420e-03 -4.942493e-03   1.986325e-02
#> 171 -7.185453e-03 -1.592814e-03  3.759300e-03 -5.473637e-03  -5.027977e-03
#> 172  1.047429e-02  9.212223e-03  2.901166e-03 -7.814018e-03  -3.468880e-03
#> 173 -7.813585e-03 -1.445060e-03 -1.881482e-03 -4.977479e-03   1.409465e-02
#> 174  1.997512e-02  2.672785e-03  7.319990e-03  3.950175e-03   3.271393e-03
#> 175 -1.494859e-05  8.404074e-03 -2.406758e-03 -5.151698e-03   2.580882e-02
#> 176 -1.536274e-05 -8.969051e-03 -2.226241e-03 -2.321959e-03  -5.886739e-03
#> 177  3.625016e-04 -2.300398e-03 -3.931562e-03 -1.771880e-02  -1.656077e-02
#> 178 -1.605559e-02 -3.768535e-03  6.083513e-03 -6.142949e-03  -7.276732e-03
#> 179 -5.356877e-03 -1.510438e-03  1.827000e-03 -2.914829e-03   4.420322e-03
#> 180  1.010231e-03 -1.658094e-02 -2.630168e-03 -1.234347e-03  -1.113897e-02
#> 181  5.787737e-04  3.361924e-03 -1.388803e-02  2.113241e-03   3.431000e-03
#> 182  5.031252e-03  2.138453e-03  2.214945e-03  8.152974e-03   4.455858e-03
#> 183 -7.965183e-03 -1.492817e-02  3.257728e-04 -9.468209e-03   1.468684e-02
#> 184  1.044602e-02  1.485464e-02  1.147215e-02 -7.794915e-03   3.204522e-03
#> 185 -2.127962e-02 -6.082021e-03  5.915255e-03 -2.335814e-03   2.235243e-03
#> 186  1.437066e-03 -4.859190e-04 -2.965958e-03  3.977994e-04  -3.867536e-03
#> 187  1.174756e-02 -2.161908e-03 -9.125365e-03 -1.790710e-02   8.377367e-04
#> 188 -2.295630e-03  2.745011e-03  9.494333e-04 -4.100059e-03   1.922502e-03
#> 189  2.122280e-02 -9.965710e-04 -7.460516e-03 -2.479051e-03   6.314549e-03
#> 190  5.641081e-03 -9.672564e-03 -6.085084e-03  2.630080e-03  -7.185275e-04
#> 191 -1.790729e-02 -2.881972e-03 -1.098223e-02  1.207197e-03  -5.887227e-04
#> 192 -1.560719e-03 -3.168194e-03  7.218783e-04  1.971455e-02  -1.179699e-03
#> 193  6.749549e-03  4.900302e-03 -3.594154e-03 -1.367867e-03   8.835687e-04
#> 194  9.904637e-03 -1.195520e-03 -8.227781e-04 -5.141741e-03   1.556233e-04
#> 195 -1.608397e-02 -1.700050e-03  7.713190e-03 -6.361056e-03   1.738858e-03
#> 196 -4.614809e-03  1.147977e-02  2.460779e-04 -5.400863e-03   2.391383e-03
#> 197 -2.674832e-04  3.181150e-02  4.732203e-03 -2.311548e-02   1.682677e-02
#> 198  2.312796e-03 -3.091946e-03  2.809552e-02 -9.518488e-04   2.206052e-03
#> 199  7.366187e-03 -2.465894e-03  4.110073e-03  1.970614e-02   2.078493e-04
#> 200 -3.699057e-03 -9.338917e-03 -2.085091e-03  1.234098e-03   1.937177e-03
#> 201 -2.252885e-03  1.653577e-03 -3.772257e-04 -1.297129e-03  -3.672198e-03
#> 202 -2.154646e-03 -3.195840e-03  2.840393e-03  4.453408e-03   1.227450e-03
#> 203 -1.524316e-03  4.808790e-03  4.928333e-03  2.302356e-03  -1.563444e-02
#> 204  2.308833e-02  8.445734e-03  5.181187e-03 -1.468910e-02  -5.333950e-03
#> 205 -9.314775e-03 -3.650767e-03  8.913191e-03  1.423558e-03   6.567237e-03
#> 206  4.332052e-03 -4.629319e-03 -7.993714e-03  5.882117e-03   3.577957e-03
#> 207 -1.288636e-02  1.826779e-03  7.393140e-03 -8.031631e-03  -1.513764e-03
#> 208  4.840363e-03  2.989999e-03 -2.613434e-02  5.126569e-03   4.152908e-03
#> 209  1.734767e-02 -2.665025e-03 -1.949848e-02  1.845351e-02   1.408460e-02
#> 210 -7.774163e-04 -7.819691e-03  2.008727e-02  1.209774e-02   1.411646e-02
#> 211 -6.186606e-03  6.973258e-03 -3.053830e-03 -2.495731e-03   6.560976e-03
#> 212  7.525093e-04  7.726643e-03 -8.360768e-03 -1.242522e-02  -2.457147e-03
#> 213 -2.971603e-03 -6.253224e-03  8.666100e-03 -4.505863e-04   8.216620e-04
#> 214  1.809873e-03  1.564489e-02  6.704189e-03  2.895972e-03   7.086556e-03
#> 215 -5.957767e-03  3.095583e-04 -7.933123e-03  4.258713e-03  -1.121164e-03
#> 216 -8.581689e-03 -3.758581e-03  1.731914e-02  8.840713e-04   5.013602e-03
#> 217  4.613967e-03 -1.976347e-02 -1.779866e-03  1.295354e-03  -1.030223e-02
#> 218 -1.913834e-02  3.732766e-03  2.885854e-03 -2.212829e-02  -6.217652e-03
#> 219  5.897599e-04  7.709218e-03 -1.206715e-02 -1.585152e-04  -3.515479e-03
#> 220  2.717226e-03  4.901082e-04 -2.096768e-03 -2.407624e-03  -2.745500e-03
#> 221 -1.050485e-02 -5.441652e-03 -8.258727e-03  1.060063e-02   4.657611e-05
#> 222 -2.596246e-02  1.344622e-03 -8.924550e-03  7.509088e-04  -4.473648e-04
#> 223  1.260522e-02 -3.974523e-03  1.448244e-04 -1.182529e-02   2.553957e-03
#> 224 -6.194605e-03 -1.335445e-02 -6.740718e-03  1.108057e-02   5.599282e-04
#> 225 -1.474241e-03 -3.321857e-03 -3.503947e-03  1.578696e-02  -3.312048e-03
#> 226 -1.515476e-03 -4.126006e-03  5.006834e-03  1.012602e-03   1.839354e-03
#> 227  3.944227e-03 -1.467550e-03  2.943275e-03 -9.012420e-04   1.721961e-03
#>     pca_factor_101 pca_factor_102 pca_factor_103 pca_factor_104 pca_factor_105
#> 1     8.235491e-03  -2.107486e-03  -0.0050538102  -1.072138e-02   5.042449e-03
#> 2     8.824740e-03  -4.163104e-03  -0.0081128274  -3.188264e-03   6.097497e-03
#> 3    -7.437343e-03   9.173034e-03  -0.0003648861   1.668936e-03  -5.845630e-03
#> 4     7.128313e-04   4.000354e-05  -0.0105854670   1.987363e-03  -5.965043e-03
#> 5     1.584229e-02  -7.164625e-03   0.0109963019   3.702241e-04  -1.450154e-02
#> 6    -7.444967e-03   2.372550e-03  -0.0039290496  -9.118187e-05   6.082399e-03
#> 7    -1.803506e-03  -1.214456e-03  -0.0114716592   5.519004e-03   4.905747e-03
#> 8     8.779738e-03   5.483693e-03  -0.0062080368   1.012647e-02  -4.348481e-03
#> 9     1.987902e-03   2.867451e-03   0.0029095518   4.992663e-03   7.940338e-03
#> 10   -1.457622e-02   4.600033e-04  -0.0012550023   1.789230e-02  -5.450347e-03
#> 11   -2.233904e-02  -1.540739e-02   0.0032552034  -8.083082e-03  -6.663351e-04
#> 12    4.402085e-03   8.579809e-03   0.0025796527   1.789758e-02  -4.008219e-03
#> 13   -1.078844e-02  -3.746990e-03  -0.0113683168   9.311652e-04   4.016137e-03
#> 14   -1.778371e-02   1.606609e-02  -0.0022301882  -1.976309e-03   1.063097e-02
#> 15    9.137112e-04  -3.061104e-03   0.0039371596  -1.297247e-03  -1.885558e-03
#> 16   -4.350557e-03  -1.935412e-02   0.0095134798  -1.030663e-02  -2.633345e-03
#> 17    8.017135e-03   8.946732e-03   0.0031309740  -6.328865e-03  -2.234483e-03
#> 18    1.016656e-02   9.998416e-03   0.0061999442   1.411935e-02   8.282695e-03
#> 19   -6.012552e-03   7.741454e-03   0.0073272387  -6.758481e-04  -3.674236e-03
#> 20   -2.721598e-03  -6.510393e-03  -0.0030682921  -3.806526e-03  -1.524379e-03
#> 21   -3.236524e-03  -5.731144e-04   0.0060729150   7.687163e-03  -1.556794e-03
#> 22    4.324844e-03  -5.911124e-03   0.0155362332   5.251818e-03   5.564201e-03
#> 23   -4.789441e-03   2.005906e-03  -0.0066168269  -3.785008e-03   4.073882e-03
#> 24   -2.915607e-03  -6.770509e-03   0.0036229489  -8.160970e-03  -1.026460e-02
#> 25    6.601718e-04  -1.109482e-02  -0.0054250131   8.557248e-03   6.137568e-03
#> 26    1.639709e-03  -2.322011e-04  -0.0016737630  -4.667922e-03  -1.590104e-03
#> 27    8.594663e-03   1.464987e-03  -0.0037061689   1.848162e-03   4.404999e-03
#> 28    3.188774e-04   8.934999e-03  -0.0045080002  -4.219046e-03  -8.711164e-04
#> 29   -7.300629e-03  -6.269140e-04   0.0025170554  -2.099879e-03  -6.023412e-03
#> 30    7.731228e-03   1.575581e-02   0.0040715797  -1.127727e-03  -2.539635e-03
#> 31   -3.128764e-03   2.769509e-03   0.0087105957  -1.430635e-02   3.868955e-03
#> 32    5.370086e-03  -7.841072e-03   0.0027550536  -4.849413e-03  -2.803467e-03
#> 33   -1.209700e-02  -1.249273e-02   0.0104530769   1.518789e-02   1.177099e-04
#> 34   -3.414076e-03  -6.789941e-03   0.0189916335  -2.299586e-03   3.484564e-03
#> 35    3.076082e-03   2.193874e-03  -0.0026686014   1.698466e-02  -9.522629e-05
#> 36    3.070400e-03  -4.900869e-03   0.0044293247   5.082093e-03   7.055333e-04
#> 37    2.558855e-03   2.582186e-03  -0.0005459123   5.468827e-03  -2.182295e-03
#> 38   -1.264772e-02  -9.258576e-03   0.0087116562  -5.443097e-03  -1.369500e-03
#> 39   -1.137128e-02  -7.268722e-03  -0.0011472251  -1.272887e-02  -4.888015e-03
#> 40   -9.804057e-03  -4.893376e-03  -0.0003063790  -1.063244e-03  -7.949604e-03
#> 41   -1.120210e-02   2.844288e-03   0.0027724048  -5.913372e-04  -9.140502e-03
#> 42   -2.158064e-02   5.077485e-03   0.0024236691  -1.067515e-02  -1.861710e-02
#> 43    1.611496e-03  -1.713463e-02  -0.0031756969   2.755637e-03   1.820982e-02
#> 44    4.738717e-03   2.282551e-03   0.0057720935   3.555237e-03   1.089387e-02
#> 45    7.284148e-04   2.905178e-03   0.0018423811  -2.281734e-03   6.779319e-03
#> 46    8.956265e-03  -6.819225e-03   0.0002594795  -6.383036e-04   6.089950e-03
#> 47   -3.307280e-03   3.174262e-03  -0.0019937464   2.795369e-03  -2.963337e-03
#> 48   -4.920263e-03  -1.182970e-04   0.0009084772   3.924026e-03   2.311561e-03
#> 49    5.390581e-03   1.617824e-02   0.0005348703   9.844829e-03  -7.745462e-03
#> 50    6.285438e-04  -2.449304e-03   0.0045047381  -6.428055e-03   8.604268e-03
#> 51    6.865210e-03  -6.748803e-04   0.0078706213  -2.398969e-02   5.103592e-03
#> 52    2.074764e-03   1.538509e-02   0.0089579564  -6.018292e-03  -2.512364e-03
#> 53   -3.555702e-03   5.197008e-03  -0.0012820083   2.902268e-04  -6.588336e-03
#> 54   -4.773051e-03  -2.341829e-03  -0.0077837267   6.874327e-03  -4.522501e-03
#> 55   -5.086820e-04  -2.127285e-03  -0.0005154716  -9.791460e-03  -8.528046e-05
#> 56   -1.744520e-02   5.960207e-03  -0.0099588706   1.215567e-02   1.649496e-03
#> 57   -2.319620e-03  -4.361207e-03  -0.0002726044   3.495682e-03   7.572397e-04
#> 58    6.223435e-03  -8.814367e-04   0.0054292778  -3.655853e-03   1.579860e-03
#> 59   -8.695637e-03   5.336590e-03   0.0007940377   5.684270e-03  -3.690512e-03
#> 60   -3.520173e-03  -4.117300e-03   0.0013319574   2.278603e-03  -2.393670e-03
#> 61    1.185826e-02   6.086065e-03   0.0065329515  -5.686974e-03   4.622843e-03
#> 62    5.472197e-03   1.531541e-03   0.0045455081  -4.278090e-03   3.476737e-03
#> 63    9.198503e-04  -1.424344e-02   0.0250609701   3.737788e-03   2.164872e-03
#> 64   -1.204066e-02  -3.738657e-03  -0.0056951908  -1.622863e-02  -1.115357e-02
#> 65    1.806733e-03   6.401102e-04   0.0075973564  -9.287177e-04  -9.039423e-03
#> 66    8.739739e-03   1.139788e-03  -0.0047402722   6.100554e-03   2.349210e-03
#> 67   -2.174062e-02  -3.846511e-03  -0.0066235715  -7.066497e-03   5.077120e-03
#> 68   -7.872749e-04   2.852205e-03  -0.0152352436  -9.725672e-03   3.536479e-03
#> 69    9.499477e-03   9.791975e-03   0.0026642593  -1.604006e-03   1.636449e-03
#> 70   -2.597882e-03  -7.104966e-03   0.0050787401  -3.931333e-03   1.355569e-02
#> 71    6.343645e-03   1.126113e-02   0.0076623884   6.954194e-03  -1.241437e-04
#> 72   -3.466431e-03   6.380448e-04   0.0055647272   2.519029e-03  -2.767344e-03
#> 73    3.894490e-03   1.365338e-03  -0.0011683637   8.962387e-03  -4.690610e-03
#> 74   -6.215902e-03   8.723653e-03  -0.0088936185   1.269156e-02   7.393971e-03
#> 75   -1.037790e-02  -1.203115e-02   0.0067178419  -1.061580e-02   3.613677e-03
#> 76    1.451475e-03  -5.116627e-03  -0.0012367402   3.226260e-03  -2.593520e-03
#> 77    6.046002e-03  -5.088189e-03  -0.0002018315  -1.643275e-03  -1.017760e-02
#> 78   -1.079168e-03  -1.714919e-03   0.0008331309  -6.112659e-03   1.687588e-04
#> 79   -1.051120e-02   1.592817e-03   0.0042382762   1.277051e-03  -3.221464e-03
#> 80    1.284346e-02  -1.997710e-02  -0.0077005690   3.523089e-03   1.436293e-02
#> 81   -2.639079e-02   1.545719e-02   0.0088092671  -1.280027e-02   2.779484e-02
#> 82    1.481347e-02   2.451213e-03  -0.0016920497   3.630150e-03   1.659866e-02
#> 83   -2.965827e-03  -8.621214e-03   0.0042832995   5.858727e-04   7.648553e-04
#> 84    3.020478e-03  -1.548809e-03  -0.0030667536   5.659732e-03  -6.055891e-04
#> 85   -3.881621e-03  -1.866743e-02  -0.0237482810  -3.935858e-03  -4.917670e-03
#> 86   -1.835541e-03   1.797848e-03   0.0046054293   5.491026e-04  -5.221097e-03
#> 87   -4.930682e-03   8.277709e-03   0.0010238995  -7.590175e-03  -5.742182e-03
#> 88    1.008948e-03   6.385700e-03   0.0117604583   7.816820e-03   5.411535e-03
#> 89    4.038863e-03   1.288517e-02  -0.0016078180  -2.431528e-03  -2.100724e-03
#> 90   -2.727536e-03  -8.461625e-03   0.0102755988  -7.498230e-03  -7.514682e-05
#> 91   -5.317861e-03  -1.494185e-03   0.0020856673  -8.973760e-04  -2.192884e-03
#> 92    1.512671e-02   4.324579e-03   0.0066273874   2.323545e-02   2.220517e-02
#> 93   -4.221503e-03   6.076925e-03  -0.0042047823   3.561796e-03  -4.846180e-03
#> 94   -9.883013e-03  -1.356332e-02  -0.0047478309   4.412843e-03  -7.715294e-03
#> 95   -6.788759e-03  -4.461286e-04  -0.0041192891   5.654455e-03   5.753499e-03
#> 96   -7.782618e-03  -1.426763e-03  -0.0028676905   9.036358e-03   2.565363e-03
#> 97   -6.183823e-03   4.484008e-03  -0.0057028757  -6.989992e-04   3.526884e-03
#> 98   -3.035743e-03   4.925444e-03   0.0043443368  -2.064225e-03  -4.613722e-04
#> 99    1.131903e-02  -5.122870e-03   0.0041739929  -1.395570e-02  -8.423388e-03
#> 100   4.554951e-03  -1.429903e-03  -0.0019928363   6.484993e-03  -5.120880e-03
#> 101   3.135396e-03   1.421179e-03  -0.0086364712   4.546567e-03  -7.550795e-03
#> 102   1.078455e-03  -1.020953e-02   0.0094474314  -1.044266e-02   1.019485e-02
#> 103  -1.371310e-02   5.520734e-03   0.0023775279   3.507303e-04  -7.582910e-03
#> 104   3.957098e-03  -1.490194e-03   0.0026435088   1.941100e-03   1.198920e-03
#> 105  -1.518374e-03   1.151339e-02  -0.0172823861   1.141131e-02  -4.266094e-03
#> 106   4.480171e-03  -3.208446e-03   0.0024176292  -6.944134e-03   1.384205e-03
#> 107   3.335725e-03   1.786023e-02   0.0076271726  -6.601474e-03   1.356853e-03
#> 108  -1.013641e-02   9.119195e-03  -0.0123330637   4.323993e-03  -9.625571e-04
#> 109   1.685324e-02  -3.125184e-03   0.0166695109  -6.427720e-03  -1.612534e-02
#> 110  -1.247297e-03  -2.052346e-03   0.0016971550  -2.312611e-03  -9.624023e-03
#> 111  -3.297280e-03  -2.884295e-03  -0.0084263644   8.786036e-03  -6.015419e-03
#> 112   4.860408e-03  -7.363605e-03   0.0017256314  -4.411354e-03   7.655179e-03
#> 113   5.852526e-03  -9.227220e-03  -0.0009117400  -1.083072e-03  -2.337342e-04
#> 114  -6.572182e-03   6.999092e-03   0.0025341385   3.288942e-03  -2.921843e-03
#> 115   8.685343e-03  -3.727331e-03   0.0090774951  -2.256493e-02   1.370461e-02
#> 116   4.512003e-03   1.678259e-02   0.0089378098  -4.963069e-04  -7.246496e-03
#> 117  -1.279863e-02  -9.450624e-03   0.0002007546   3.659648e-03  -4.635933e-03
#> 118   8.164682e-03  -4.894500e-03   0.0038907181  -3.609584e-03   1.948166e-03
#> 119  -4.593838e-03   8.928318e-04   0.0024809958   3.211982e-03  -1.737073e-03
#> 120   5.752719e-03   2.044414e-03  -0.0077920159   2.968219e-03   7.753389e-03
#> 121   1.090124e-02  -7.656263e-03   0.0005759118  -1.055390e-02   6.033399e-03
#> 122  -5.077467e-03   2.729710e-03  -0.0035818730   1.020985e-03  -2.566935e-03
#> 123   1.322335e-02   6.461887e-03   0.0032461207   6.206243e-03   8.370896e-03
#> 124  -1.956408e-03   2.213699e-03  -0.0004569809   1.251811e-03  -2.575661e-03
#> 125  -5.043306e-04  -2.444980e-03  -0.0073812388   1.251601e-02   9.010174e-04
#> 126   3.939007e-03  -7.448868e-03  -0.0017144160  -3.858728e-03   7.519960e-04
#> 127   2.393805e-02  -5.458019e-03  -0.0044598537   6.098811e-03  -1.713123e-02
#> 128   6.670734e-03   2.169368e-02  -0.0188228143  -2.654279e-02  -1.912901e-02
#> 129  -1.178287e-02   7.635084e-03   0.0046090956  -9.335781e-03  -9.794029e-03
#> 130   1.072083e-03  -5.325629e-03   0.0016428135   4.287095e-03   6.241296e-03
#> 131  -6.118077e-05  -4.597513e-03  -0.0044247372   4.683828e-03   3.666019e-03
#> 132  -2.805196e-03  -3.107721e-03  -0.0164762741   7.719913e-03  -2.514217e-03
#> 133  -7.866322e-04   1.157250e-02   0.0026599448  -1.208236e-04  -5.876831e-03
#> 134   2.345358e-03   1.641923e-03  -0.0004046463   6.184622e-04   3.096179e-03
#> 135   4.224306e-03   5.233944e-03  -0.0032828394  -2.280378e-03   6.656809e-04
#> 136  -3.479060e-03  -4.887181e-03  -0.0020750940   1.080610e-02   1.102796e-03
#> 137   3.671883e-03  -1.991814e-03  -0.0022138106  -4.880290e-03   1.220317e-02
#> 138   5.122990e-03   6.623806e-03  -0.0102144888  -1.233889e-02  -4.614016e-03
#> 139   4.570125e-03  -3.596099e-03  -0.0109587252   8.658589e-04   1.499251e-02
#> 140  -5.755118e-03  -1.362415e-02  -0.0028413384   5.644849e-03  -4.089296e-03
#> 141   3.221305e-03  -8.985669e-04  -0.0026381586  -5.173529e-03   7.079945e-03
#> 142  -1.443797e-03  -2.303860e-03   0.0011796948  -7.327271e-03  -1.247923e-02
#> 143   6.255297e-03   8.277902e-03   0.0029763400   1.027399e-02   4.716292e-03
#> 144   1.763099e-03   2.171378e-03  -0.0018092383   6.016332e-03  -1.660114e-03
#> 145  -1.278294e-02   5.072135e-03   0.0048392900  -3.434801e-04   5.408815e-03
#> 146  -6.657305e-03   4.708246e-03   0.0060047185  -1.222177e-02  -4.327774e-04
#> 147   3.934970e-03  -6.624268e-03  -0.0089349680  -1.238750e-03   2.276191e-03
#> 148  -3.415028e-03  -1.656917e-02   0.0036591594   4.413938e-04   1.703341e-03
#> 149  -8.032164e-03  -7.944918e-03  -0.0260651598  -1.493315e-02   6.558644e-03
#> 150  -6.631427e-03   8.471211e-03   0.0143223610   4.460232e-03  -1.013214e-02
#> 151  -1.040076e-03   1.862753e-02   0.0060420862   1.273264e-02   5.680356e-04
#> 152   3.786195e-03  -5.213033e-03   0.0201302422   4.904619e-03  -3.961561e-03
#> 153  -3.190605e-03   5.686187e-03  -0.0027952207  -3.160782e-03  -8.779292e-04
#> 154  -8.376609e-03  -1.183672e-02   0.0053891078   1.257740e-03  -2.752476e-03
#> 155  -2.101418e-02   6.231083e-03  -0.0058270225   6.731636e-03  -9.111993e-03
#> 156  -1.927796e-03  -2.748386e-03   0.0023540321  -3.392876e-04  -2.874055e-03
#> 157   2.491218e-03   2.903988e-04   0.0049317163   4.147373e-03   3.727091e-03
#> 158   1.416493e-03  -4.440227e-03  -0.0020117345  -7.577495e-04  -2.069559e-03
#> 159   8.665269e-03  -8.389702e-03  -0.0024105375   6.029538e-03  -1.447820e-02
#> 160  -6.319908e-03  -4.694441e-03   0.0025211163   5.098044e-03   4.792337e-03
#> 161   8.163271e-04   1.371274e-04  -0.0008020597   4.877703e-04   1.355319e-03
#> 162  -1.858681e-02   1.142076e-02   0.0019129661   2.909619e-03   1.295609e-02
#> 163  -1.164920e-03   7.615125e-03   0.0043721747  -1.034675e-02   9.718266e-03
#> 164  -5.926387e-04  -8.926795e-03  -0.0291461704   3.992912e-03   1.700860e-03
#> 165  -1.898663e-02   6.444176e-03  -0.0019580608  -2.003015e-04   2.142404e-02
#> 166   1.561381e-03  -2.547946e-03  -0.0014394274  -6.361481e-03   4.811422e-03
#> 167  -9.491041e-03  -6.786271e-04   0.0227067298   8.172361e-03  -1.572512e-04
#> 168  -2.710610e-03  -1.573172e-03  -0.0096120526   1.488119e-02  -8.863274e-03
#> 169   1.620121e-02   1.157441e-02  -0.0052133084  -7.924959e-03   2.571099e-04
#> 170   7.851411e-03   2.210545e-02   0.0162274367   8.120945e-03   1.024960e-03
#> 171   2.881349e-03   7.227778e-03   0.0053930941   3.003664e-03  -1.679005e-02
#> 172  -4.199286e-03  -9.025418e-03   0.0009820013  -1.129065e-02   5.351279e-03
#> 173  -5.245688e-03  -4.237162e-03  -0.0016763220  -3.024664e-03  -7.547940e-03
#> 174   2.858387e-03  -1.566376e-03   0.0053487614  -9.788711e-03  -2.925043e-03
#> 175   3.439564e-04   1.088472e-02   0.0030668808   2.265506e-03   5.240607e-04
#> 176  -1.629116e-03  -4.598656e-04   0.0030255269  -1.159594e-03  -3.330964e-03
#> 177   1.883365e-02  -3.716725e-03   0.0115079441  -6.163948e-03   1.801975e-03
#> 178  -1.671181e-03  -1.482534e-05   0.0022201684   4.127434e-04  -6.676007e-03
#> 179   4.543580e-03  -4.801860e-03  -0.0127788588  -4.187034e-05   2.455108e-03
#> 180   9.506791e-03  -4.465364e-03  -0.0002634538  -1.189157e-03   5.677992e-03
#> 181   6.504514e-03  -1.354742e-03  -0.0005514271   7.157939e-04   2.567899e-03
#> 182  -1.621150e-03  -8.864823e-03   0.0106865579   1.031372e-02   1.880974e-03
#> 183  -1.090462e-04  -1.185891e-02  -0.0115482314   1.176847e-02   1.268528e-02
#> 184   4.745429e-03   4.819549e-03   0.0089934414   9.990565e-03  -3.133683e-03
#> 185   5.086676e-03   1.508689e-03  -0.0017342324   1.254443e-03  -1.641246e-04
#> 186  -8.277348e-03   4.393770e-03   0.0038751492   3.280892e-03   2.858764e-04
#> 187   4.584680e-03   2.693738e-02  -0.0192424349  -2.240999e-02  -5.775697e-03
#> 188   4.317107e-03  -8.453171e-03  -0.0054084674   1.981498e-03  -3.673423e-03
#> 189   1.283613e-02  -1.545454e-02  -0.0072210991   1.562977e-02  -2.273800e-02
#> 190   1.243017e-02   1.157689e-02  -0.0012092716   5.962285e-03   1.362892e-02
#> 191   5.072291e-03   7.608943e-03  -0.0014594147   9.404631e-03  -2.305751e-03
#> 192  -6.682453e-03  -9.068145e-03   0.0101250397   8.193028e-03  -7.479777e-03
#> 193   3.472058e-03   2.301015e-03  -0.0004331417   2.412563e-03  -6.520421e-04
#> 194   2.310820e-03   8.896685e-03  -0.0174615033  -7.866422e-04  -5.759215e-03
#> 195   1.977695e-03   3.966460e-03  -0.0013621097  -5.971427e-03   2.436559e-02
#> 196   8.233062e-03   1.213361e-03   0.0009500687  -7.509498e-03  -3.139069e-03
#> 197  -2.975224e-03  -4.095218e-03   0.0027044310   3.415745e-03  -3.976413e-03
#> 198   8.564131e-03  -1.101095e-02   0.0007663652  -1.185750e-02  -1.107062e-02
#> 199  -6.807451e-04  -7.753550e-03  -0.0089178575  -4.161841e-03   4.572330e-03
#> 200  -5.098844e-03   3.811379e-03   0.0011860795   5.267681e-03  -4.019900e-03
#> 201   8.227469e-03   4.820696e-04   0.0072944655   1.219699e-03  -2.910665e-03
#> 202   5.353649e-03  -1.912016e-03   0.0018655574  -5.667047e-03   6.703606e-04
#> 203   2.642134e-03  -6.026815e-03  -0.0067666733   3.874602e-03   3.500510e-03
#> 204   1.428456e-03   9.134313e-03   0.0013624011   9.592946e-04  -7.022868e-03
#> 205   1.706756e-02   5.821956e-03   0.0023214661  -2.780998e-03  -1.448130e-03
#> 206  -3.359149e-03  -7.150526e-03  -0.0029097969   5.110735e-03  -1.232630e-03
#> 207  -1.993249e-03   8.183080e-03   0.0047178862  -6.592823e-03   3.554296e-03
#> 208  -5.174846e-03  -1.591808e-03  -0.0002846317  -7.393428e-03   1.259848e-02
#> 209   1.315541e-02  -1.427836e-02  -0.0012536112  -2.856478e-04  -1.143872e-02
#> 210   1.154260e-02  -5.583793e-03  -0.0056403253  -2.088154e-03   5.100075e-03
#> 211   2.381814e-03   7.440345e-03  -0.0073269715   2.237704e-04  -2.079226e-03
#> 212   7.020310e-03  -6.800885e-03  -0.0176411790  -5.974197e-03   2.211384e-03
#> 213   8.679123e-04   1.465404e-03  -0.0075747308   4.556292e-03  -1.598934e-03
#> 214   3.464762e-03  -4.915983e-03  -0.0050482370   9.943770e-03  -3.796736e-04
#> 215   1.445409e-03  -3.314688e-03   0.0016677374  -1.995455e-03  -1.218063e-03
#> 216   3.518911e-03   1.150346e-03  -0.0035007624  -2.151874e-03  -1.049788e-03
#> 217   1.300894e-03   4.915687e-03   0.0017572538  -2.846522e-03  -4.036233e-03
#> 218  -1.849425e-03   8.244809e-04   0.0049921864   7.619318e-03   1.341611e-02
#> 219  -6.543119e-03   5.068103e-03  -0.0037231174   7.106018e-03  -1.442009e-03
#> 220  -7.170809e-03  -7.815277e-03   0.0127401895   4.529859e-04  -4.149910e-03
#> 221  -5.049357e-03  -2.770964e-03   0.0091209707  -1.015141e-02  -5.311732e-03
#> 222  -3.151415e-03   2.336678e-05   0.0021655248   3.962660e-04   2.032980e-03
#> 223   6.576683e-03   1.314253e-02  -0.0152470884  -6.792683e-03   3.639315e-03
#> 224  -6.304535e-03   1.051031e-03   0.0048450002  -5.874233e-03  -4.057762e-03
#> 225   1.046483e-02   1.999115e-03  -0.0043500716  -5.896905e-03   1.187979e-02
#> 226   8.648218e-03  -9.134604e-03  -0.0020611982  -4.809428e-03  -5.624488e-03
#> 227   2.066416e-03  -3.957558e-04  -0.0028980464  -1.667516e-03  -9.154549e-05
#>     pca_factor_106 pca_factor_107 pca_factor_108 pca_factor_109 pca_factor_110
#> 1    -1.414697e-02  -5.471005e-03   1.650004e-02   2.819663e-03  -4.653123e-03
#> 2     4.620229e-03  -1.158567e-03  -2.712819e-03   5.831634e-03  -2.271941e-03
#> 3    -1.097462e-02   6.500466e-03  -1.037279e-02   4.854102e-03   4.183637e-03
#> 4     1.241682e-02   1.246911e-03  -1.112765e-03  -3.532106e-03   2.834732e-03
#> 5    -6.496020e-03   6.237827e-03  -6.097835e-03   5.211429e-03   3.993471e-03
#> 6     5.452834e-03  -4.873347e-03  -3.701362e-03  -1.055848e-02  -7.150309e-03
#> 7     2.097579e-03  -9.789159e-03   1.177153e-02  -7.751883e-03  -6.051261e-03
#> 8     3.030471e-03  -4.877806e-03   1.582858e-03   1.265632e-03  -1.012876e-02
#> 9    -2.702620e-03   1.612715e-03  -6.023684e-03  -3.148593e-03   3.976831e-03
#> 10   -1.109579e-02   8.127838e-04  -3.361540e-03   1.532817e-02  -7.160819e-03
#> 11   -2.313740e-03   2.131471e-02   1.636327e-03  -9.871464e-03   3.559047e-03
#> 12   -4.379171e-03  -2.638899e-02  -2.005531e-03   1.442022e-02  -3.525095e-03
#> 13   -3.433455e-03   1.079760e-02  -3.294332e-03  -1.560013e-03  -5.387774e-03
#> 14   -9.129665e-03  -6.907500e-03   1.084304e-02   3.305953e-03   2.450462e-03
#> 15   -4.974720e-03   2.584069e-03   4.235412e-03   3.947843e-03   7.178015e-03
#> 16    5.666529e-03  -1.321783e-02  -4.841594e-04   3.891915e-03  -2.590895e-03
#> 17    6.416191e-03   1.224711e-02   1.881774e-03  -1.097394e-02  -3.271460e-03
#> 18   -5.854233e-03  -1.898177e-03   3.114517e-03   7.977563e-04   5.713047e-03
#> 19   -3.142585e-03   8.724330e-03  -8.860518e-03  -3.765733e-03  -8.464792e-04
#> 20   -5.886052e-03  -9.125872e-03   1.170485e-03  -1.286781e-03  -8.175677e-04
#> 21    2.440374e-03   5.008057e-03  -1.097024e-02   1.413237e-03  -5.418270e-04
#> 22    5.508772e-03  -7.998424e-04  -7.927962e-03   1.584552e-03  -1.436835e-02
#> 23    5.947619e-03  -2.476857e-03   3.389608e-03  -1.883850e-03   2.423969e-03
#> 24    5.573379e-03   1.917584e-03   1.818370e-03  -1.283850e-02   4.470697e-03
#> 25   -3.910145e-03  -5.426893e-03  -1.643431e-03  -7.945257e-03   9.963082e-03
#> 26    2.269242e-04   2.124909e-03   6.250884e-03   4.997760e-05  -2.246956e-03
#> 27    2.755598e-03  -5.151089e-03   5.685046e-04   1.128968e-02  -4.520082e-03
#> 28   -5.723479e-03   4.426339e-03  -1.336710e-03   4.179574e-03   7.697018e-04
#> 29   -1.270756e-03   4.586837e-04   1.668957e-03   1.826176e-03  -3.189894e-03
#> 30   -1.085920e-03  -2.202208e-03  -7.489137e-04   6.348272e-03   2.953434e-03
#> 31    3.225248e-03  -4.243668e-03  -2.027655e-02  -3.900256e-03  -8.378827e-03
#> 32   -1.237429e-02  -5.997732e-05   1.010750e-02   4.523982e-03   6.498082e-03
#> 33    4.969690e-03  -9.562052e-03  -5.602015e-03  -5.771100e-03  -2.454944e-04
#> 34    3.894005e-03   6.433213e-03  -2.404296e-03  -1.515858e-03   1.868635e-03
#> 35   -3.407807e-03  -5.270412e-03   3.907501e-03  -2.206290e-03   6.842912e-03
#> 36   -3.786895e-03  -1.755921e-03   6.702319e-03  -1.302563e-03   1.490003e-03
#> 37    9.359785e-03  -1.313872e-03  -2.787501e-03   1.601663e-03   7.411713e-04
#> 38   -1.159065e-02  -9.475949e-03   2.917048e-03  -5.386581e-03   4.881925e-03
#> 39    6.424999e-03  -5.574736e-03   1.232497e-03  -2.742802e-03   5.655213e-03
#> 40   -8.620318e-03   7.422956e-03  -2.497008e-03  -6.664938e-03   5.513809e-03
#> 41   -1.205925e-03  -2.145320e-03  -4.512402e-04   3.402712e-03   1.515688e-04
#> 42    7.056239e-03  -1.065285e-02   2.132494e-03   1.137116e-02   3.495433e-04
#> 43   -5.711052e-03   1.487684e-02  -5.972405e-03  -1.539496e-02   1.230066e-02
#> 44    1.264079e-04   1.821816e-03  -2.784574e-03  -1.778273e-03   2.358140e-03
#> 45    5.999723e-03  -6.153738e-04   1.697677e-03  -2.178735e-03  -6.855639e-04
#> 46    4.208078e-03   1.150727e-02   1.032581e-02  -1.567267e-03  -2.460053e-02
#> 47   -3.388063e-03  -7.723312e-04   7.355599e-04  -1.128557e-03  -9.167894e-04
#> 48    7.995387e-03   7.247035e-04  -4.556631e-03   4.222256e-03  -7.948032e-03
#> 49    1.999829e-03  -1.379738e-02  -3.843756e-03   1.701609e-04  -4.704712e-05
#> 50   -1.055089e-03   1.020382e-02   4.672497e-03  -4.260120e-03   1.066365e-04
#> 51   -9.979602e-03  -1.329893e-02  -1.573396e-02  -8.341595e-03  -7.726655e-03
#> 52   -3.387225e-04  -6.873080e-03  -1.632116e-03  -4.371131e-03   1.271176e-02
#> 53   -1.848499e-03  -6.741084e-04  -8.853279e-03   1.311988e-02  -4.426721e-03
#> 54   -1.270410e-02   6.064615e-03  -1.061126e-02  -3.940743e-03   4.055118e-03
#> 55    7.013493e-03   5.534830e-03   4.632894e-03   4.666735e-03  -1.067346e-02
#> 56    7.218383e-03   6.786564e-03   2.011021e-02   2.659645e-03   6.389783e-03
#> 57   -5.234937e-04  -6.053874e-04   1.295346e-03  -1.331524e-03   4.752538e-04
#> 58   -8.085288e-04   1.594108e-03  -1.203166e-03   7.231474e-03   7.665277e-03
#> 59   -5.360534e-03   9.635692e-03   4.648229e-03  -2.526276e-03   3.183215e-03
#> 60    5.852526e-05   7.362241e-04  -1.978615e-03  -3.714075e-04   2.692950e-03
#> 61    1.417894e-02  -5.053633e-03   6.604409e-03   5.373613e-03  -7.560112e-03
#> 62    1.551364e-03  -1.975077e-03  -3.432056e-03   8.210769e-04  -1.298751e-04
#> 63   -1.514890e-03  -3.462251e-03   1.924731e-03  -1.968123e-03   5.060062e-03
#> 64    5.015653e-03   6.183158e-03  -1.624937e-03   5.648981e-03  -7.894772e-03
#> 65    8.698256e-03  -1.688893e-02   8.680035e-03   6.210489e-03  -7.194318e-03
#> 66   -1.037469e-03  -5.008345e-03   8.854965e-03  -1.737591e-03  -2.099367e-03
#> 67    5.033141e-03  -1.310678e-03   1.180066e-02   1.525169e-02   8.522101e-03
#> 68   -4.985969e-04   1.044986e-02  -1.428118e-02   6.550776e-04  -7.862732e-03
#> 69   -7.992350e-03   6.260399e-03   2.156239e-03   8.236909e-03   1.688475e-03
#> 70    6.554777e-03   8.077191e-03   7.552279e-03   6.470043e-03  -2.083275e-03
#> 71    1.349021e-02   6.326788e-03   5.338677e-03  -1.206657e-03   6.975861e-03
#> 72   -9.132135e-03  -4.011116e-03  -4.375297e-03   4.658083e-03   1.008643e-03
#> 73    1.243579e-03   5.047262e-03  -3.348811e-04   1.060557e-03  -5.467715e-04
#> 74   -1.278933e-02  -1.178301e-02   1.757432e-02  -1.136986e-02  -1.087727e-03
#> 75    1.013627e-02   1.063866e-02   8.674347e-03  -3.622097e-03  -7.685647e-03
#> 76   -2.795830e-03  -3.358597e-03   5.177342e-03  -1.060398e-03  -6.983076e-03
#> 77    9.235514e-03   1.367958e-02  -2.175741e-03   8.070331e-03   7.784428e-04
#> 78   -2.290525e-03   3.550415e-03   1.148237e-03   4.873465e-03  -1.712097e-04
#> 79    2.876813e-03   8.270610e-03  -1.770167e-03   1.129807e-02   7.904584e-03
#> 80    7.832237e-03  -5.395498e-03   2.017101e-03   7.579788e-03  -7.413677e-03
#> 81   -2.015959e-02   1.000299e-02   1.611752e-02   7.224175e-03  -4.977291e-03
#> 82   -1.821793e-03   5.622113e-03  -4.389382e-05  -1.507850e-02   1.080968e-02
#> 83   -1.055944e-02  -6.535895e-04  -1.496440e-02   2.275060e-02   2.138214e-02
#> 84   -4.045788e-03  -4.415116e-03  -2.695071e-03   3.168430e-03  -4.848155e-04
#> 85   -8.991578e-03   5.175179e-03  -9.683018e-03   5.316079e-04   1.249377e-03
#> 86    2.761658e-03   1.028506e-03  -1.833761e-03   2.898616e-03   3.564970e-03
#> 87    9.532276e-03  -7.661577e-03  -7.369794e-03   7.534985e-03  -1.106297e-02
#> 88    9.066869e-03  -2.069958e-03   9.269919e-03  -7.833073e-03   1.324892e-02
#> 89   -2.162264e-03  -1.555854e-03  -2.523029e-03  -6.300932e-03   6.707832e-03
#> 90    1.621612e-02  -4.473422e-03   2.946690e-03   1.162489e-02  -9.417592e-03
#> 91   -3.760135e-04   2.286842e-04  -5.863619e-04   7.249139e-03  -7.247955e-03
#> 92   -5.185868e-03   1.648122e-02  -1.243532e-02   1.357908e-02  -1.392673e-02
#> 93    3.737896e-04  -2.117669e-03  -1.839010e-03   2.185429e-03  -6.839867e-06
#> 94   -4.803394e-03  -1.157874e-02   4.809868e-03   1.350836e-03   4.266396e-03
#> 95    3.160712e-03  -2.064074e-03   3.405610e-03  -6.600339e-04   5.027317e-04
#> 96   -4.007782e-03   1.672723e-03  -5.076146e-03   3.107984e-03   3.944357e-04
#> 97    4.452346e-03  -3.366314e-03   8.953496e-03  -1.073902e-02  -3.261923e-03
#> 98    1.028741e-02   7.572251e-03  -4.802733e-03  -3.961712e-03   1.069404e-03
#> 99   -3.881535e-03  -1.742350e-03  -1.651178e-02  -2.021454e-03  -2.390725e-03
#> 100  -8.302829e-03   5.535851e-03   5.032524e-03  -1.967981e-03  -8.606658e-04
#> 101   4.976912e-03  -1.366029e-02  -1.327692e-03   1.473324e-02  -9.047565e-03
#> 102  -2.091292e-02  -1.008252e-02  -1.449075e-02   1.140848e-02  -5.330161e-03
#> 103  -7.647662e-03   5.335790e-04  -4.903711e-03  -3.980713e-03   9.700390e-03
#> 104  -5.174237e-03  -1.515274e-03   3.352555e-03   6.948618e-04   5.045684e-04
#> 105  -2.285489e-03  -5.662287e-03  -6.967815e-03   1.273045e-02  -1.515603e-04
#> 106  -5.698480e-03  -2.333484e-03   1.841909e-03  -1.284218e-03  -3.657629e-03
#> 107   2.672891e-03   5.250800e-03  -1.724090e-03   5.822220e-03   2.705071e-03
#> 108  -7.945687e-03  -2.886198e-03   9.181247e-03  -2.289231e-02  -2.747006e-02
#> 109  -9.986361e-03   1.809867e-02  -3.378462e-03   3.741173e-03   3.054071e-03
#> 110   1.460634e-03   4.197774e-03  -8.667651e-05  -8.968834e-03  -3.314716e-03
#> 111   1.069701e-02   1.425146e-03   1.040645e-02   7.607632e-03   1.451398e-02
#> 112   7.728509e-04   4.535523e-03  -4.754644e-03  -3.551451e-03   8.418193e-04
#> 113   1.426912e-02  -8.149527e-03   6.247884e-03  -7.793980e-07   7.649205e-03
#> 114   9.246074e-03   7.892011e-03  -1.211687e-03  -1.796928e-03   2.390664e-03
#> 115  -4.133246e-03  -1.349509e-02  -3.085336e-03   7.309331e-03  -1.773385e-03
#> 116   1.320762e-03   6.378166e-03   5.535289e-03   5.506484e-04  -4.054251e-03
#> 117  -1.297458e-02  -8.464439e-03  -2.514115e-03  -7.694243e-03   8.133477e-03
#> 118  -4.860212e-04  -3.499102e-03  -3.623835e-03   1.781490e-03   3.053342e-03
#> 119   1.750714e-03   5.127277e-03   6.271546e-05   6.230953e-03   2.979383e-03
#> 120  -3.859708e-03  -7.906529e-04  -9.246058e-03  -9.671126e-03   1.276805e-02
#> 121   8.486563e-03  -8.523804e-04   6.782253e-03  -1.483893e-02   2.871095e-03
#> 122  -4.393654e-03  -8.420315e-04   6.223609e-03  -4.062975e-03   2.424200e-04
#> 123   3.397030e-03   1.882055e-03   2.405646e-04   4.669048e-03   2.999951e-03
#> 124  -3.944911e-03  -2.031520e-03  -1.871486e-03   6.000850e-03  -3.707597e-03
#> 125   9.001133e-03  -3.312157e-03  -2.684177e-03  -4.225610e-03  -1.914013e-03
#> 126  -6.144094e-03  -2.386710e-03   4.404800e-03   9.137677e-03   2.829865e-03
#> 127  -5.967089e-03   8.473066e-03   1.090415e-02  -3.710116e-03  -5.764393e-03
#> 128  -5.381838e-03  -4.248960e-03   7.957144e-03  -5.371087e-03   3.753630e-03
#> 129  -3.300855e-03   6.465522e-04   1.913635e-03  -1.070933e-02   1.202653e-02
#> 130   2.797228e-03   2.738204e-03   3.523425e-03  -9.592804e-03  -7.416567e-04
#> 131   2.820203e-03  -1.783429e-02  -6.102220e-03  -2.600722e-03  -1.914726e-03
#> 132  -8.681871e-03   2.784215e-03  -2.218759e-03   1.069807e-02  -9.738432e-03
#> 133  -3.506914e-03   7.742199e-03   6.835967e-03  -3.903930e-03  -1.503610e-02
#> 134  -3.754291e-03  -5.253549e-03   6.435691e-03   1.029516e-04   1.028064e-03
#> 135   1.742137e-03   1.282325e-03  -3.898060e-03  -8.578436e-04   1.834769e-03
#> 136   3.892721e-03  -8.325980e-03  -6.611649e-03  -6.541961e-03  -3.732076e-03
#> 137   7.691997e-03   1.066996e-02  -6.043124e-04   1.938271e-03  -3.369377e-03
#> 138   5.554842e-03   2.527152e-03   1.483889e-03  -7.404020e-03   1.086654e-02
#> 139   8.369427e-03   2.287649e-02  -1.289864e-02  -2.317765e-03  -2.904486e-03
#> 140  -3.435306e-04  -1.496938e-02   5.740188e-03  -1.852602e-03   2.156037e-03
#> 141   4.941576e-03  -7.617119e-05  -4.244604e-04  -6.616684e-03   4.468569e-03
#> 142   7.340869e-04  -1.279248e-02   7.038916e-03  -9.794833e-04  -2.173360e-03
#> 143  -4.868570e-03   2.314030e-03   1.330027e-03  -6.470832e-04   5.560082e-04
#> 144  -6.519850e-03   3.452042e-03   3.572232e-03   3.585701e-03   7.631138e-04
#> 145   1.438195e-03   6.620972e-03  -2.121276e-03  -4.678156e-03  -9.403059e-03
#> 146  -3.038227e-04   5.035629e-03   4.136678e-05   1.526141e-03   6.581309e-05
#> 147  -2.321173e-03   4.585301e-03  -1.917543e-04  -5.453629e-04   6.785836e-03
#> 148   2.651086e-04   5.319125e-03   1.393675e-03  -9.128079e-04  -9.916362e-03
#> 149   3.783093e-03   4.730510e-03  -2.474958e-03  -5.447829e-03  -2.599206e-03
#> 150  -1.603859e-03  -6.001450e-03   5.157391e-03   5.605147e-03  -8.361294e-03
#> 151  -1.020203e-02   8.223090e-03  -3.690382e-03  -4.276003e-03   2.367051e-03
#> 152  -8.293418e-03   5.748376e-03   1.299654e-03  -2.672856e-03   1.231464e-02
#> 153  -8.930248e-03   4.584365e-04   1.080561e-02  -7.338573e-03  -6.858533e-03
#> 154   3.904892e-04   3.884189e-03   2.464605e-03  -5.854873e-03   2.505049e-03
#> 155   2.075294e-02   3.571046e-03  -1.768514e-02  -1.626709e-02   1.130011e-04
#> 156   5.819530e-03   6.576494e-03   9.597273e-03  -6.579573e-03  -5.815887e-03
#> 157   4.834716e-03   4.259438e-03   4.269956e-03   7.032858e-04  -2.917695e-03
#> 158   2.738689e-03  -8.590236e-03   7.291851e-03  -8.997185e-03   1.081503e-02
#> 159   9.811499e-03  -5.045652e-03  -7.738749e-03   2.881061e-03   3.995000e-03
#> 160   6.251618e-03   5.369432e-03  -6.324420e-03   6.916559e-03   6.087839e-03
#> 161   3.160364e-03   3.952987e-03  -3.821066e-03   6.053542e-04  -2.631419e-03
#> 162   2.989745e-03  -1.207806e-02  -1.268194e-02   4.787598e-03   3.407985e-03
#> 163  -8.445682e-03  -1.981981e-03  -8.229728e-04   2.515925e-03   2.858330e-03
#> 164  -1.838056e-02  -1.903528e-03  -1.303284e-02   1.024620e-02   4.700860e-03
#> 165   1.469581e-02  -9.148115e-03   2.651773e-03   2.011569e-03   4.778275e-03
#> 166  -3.539207e-03   1.729760e-04   6.649211e-03  -1.124114e-03  -2.303811e-03
#> 167  -1.206887e-02   8.859474e-03   1.055750e-03   1.005884e-03   3.999456e-03
#> 168   2.007920e-02   1.241919e-02   4.291464e-03   7.922574e-03   8.558374e-03
#> 169  -3.761670e-03  -7.111019e-03   1.351286e-02   4.735559e-03   4.631626e-03
#> 170   6.997270e-03  -8.427974e-03   4.757778e-03  -7.059955e-03   4.314698e-03
#> 171  -1.459514e-02  -1.148655e-03  -1.393386e-02  -2.545732e-02  -1.947453e-02
#> 172   1.230375e-02   6.378856e-03  -1.240922e-03   1.541395e-03  -8.834776e-04
#> 173  -8.651454e-04  -7.225048e-03  -7.613356e-05  -5.025110e-03   5.433918e-03
#> 174  -6.734805e-03   5.305221e-03   5.270866e-03   5.364233e-03   4.243747e-03
#> 175   1.050724e-02   3.836712e-03   5.972601e-03   1.210859e-02  -1.537795e-02
#> 176  -3.887579e-03  -3.094517e-03  -2.699311e-03  -3.194875e-03   4.388003e-03
#> 177   6.870002e-03  -6.416056e-03   5.840518e-03   6.769437e-04   1.803320e-04
#> 178  -1.945626e-03  -7.132924e-03  -1.177419e-02  -4.287944e-03  -9.729421e-04
#> 179  -7.158910e-03   4.980764e-05   1.996797e-03  -6.669097e-04  -2.442241e-03
#> 180  -4.611940e-03  -2.157147e-03  -4.501595e-03  -7.457800e-03   1.745266e-02
#> 181  -4.723826e-03  -8.751277e-03  -3.698027e-03   2.745155e-03  -1.305237e-03
#> 182   3.408155e-03  -5.775727e-03  -1.782471e-03   1.132672e-03  -2.768031e-04
#> 183  -1.290151e-02  -6.819700e-03  -4.290783e-03  -4.889261e-03  -2.890569e-03
#> 184   1.552090e-02  -7.282084e-03  -5.913621e-03  -8.141794e-03  -5.798705e-04
#> 185  -4.865656e-03   7.520886e-03   2.198368e-02   1.446706e-02   5.494516e-03
#> 186   1.824508e-04   5.501985e-03  -6.153306e-03  -1.231294e-03  -3.614532e-03
#> 187   3.748522e-03   4.651646e-03  -4.325082e-03  -2.015991e-04   1.672323e-02
#> 188  -1.118751e-03  -1.154751e-02   3.801542e-03  -1.177482e-02  -1.036432e-02
#> 189  -6.224426e-03   1.705541e-02   1.549003e-02   3.451464e-03   3.877323e-03
#> 190  -4.211217e-04  -2.088518e-03   7.132042e-04  -8.423419e-03   1.405594e-02
#> 191   5.377740e-03   2.420115e-03  -1.448393e-02  -1.259144e-02  -9.868619e-03
#> 192   5.361743e-04   2.237593e-03   1.332426e-02  -6.584282e-03   1.495869e-03
#> 193  -4.892445e-03  -5.179362e-03  -6.954986e-04   2.051422e-03  -6.945634e-05
#> 194   8.495826e-03   9.159727e-04  -8.025955e-03   3.299036e-04   2.118163e-03
#> 195   6.992772e-03  -9.047494e-03   4.097678e-03   7.524763e-03   4.920416e-03
#> 196   5.683413e-03  -7.323721e-03  -1.785787e-03   2.153119e-05   1.121505e-02
#> 197   7.896001e-03  -1.479045e-04   2.945581e-03  -9.080311e-04  -1.518040e-02
#> 198  -1.036808e-02  -2.847410e-04   3.415307e-03   3.627058e-03   3.024408e-03
#> 199   1.031557e-02  -6.828747e-03  -1.414640e-03  -8.404126e-04   4.619590e-03
#> 200  -6.426307e-03   7.195638e-04   3.058518e-05   3.362372e-03  -7.411541e-03
#> 201   7.873312e-03  -2.169097e-03  -1.005834e-02  -3.745576e-03   9.386228e-04
#> 202   8.545680e-04  -5.752367e-03  -6.484176e-03  -3.591506e-05  -5.522423e-04
#> 203  -2.382684e-03   2.819246e-03  -5.000513e-03   1.345112e-02  -5.837819e-03
#> 204  -4.431698e-03   3.717490e-03  -1.314429e-02  -3.801963e-03   4.587100e-03
#> 205  -1.051961e-02   4.935359e-03   2.486387e-03  -7.708413e-03  -1.520513e-02
#> 206   6.116639e-03   6.509691e-03   2.298489e-04   2.176569e-03   5.082797e-04
#> 207  -1.261047e-02   7.546885e-03   7.079351e-03   1.257443e-03  -4.540637e-04
#> 208  -7.369453e-03   3.285883e-04  -7.041350e-03   3.230468e-03  -5.509588e-03
#> 209   4.945641e-03   1.055886e-02   8.384767e-05   3.243647e-03  -3.043134e-03
#> 210   1.526849e-02  -4.719101e-03   3.705373e-03  -5.254561e-03   3.872727e-03
#> 211  -6.903106e-03   3.404740e-03  -8.730952e-03  -1.869723e-03  -9.644631e-05
#> 212  -6.269231e-03  -6.013405e-03   6.115580e-03   1.426017e-03  -6.172155e-03
#> 213   1.625286e-03  -2.199802e-03   6.726311e-03  -8.880262e-03  -1.654087e-03
#> 214  -4.261799e-03  -4.558412e-03   9.337332e-04  -6.128778e-03   7.458716e-03
#> 215   4.976231e-03  -9.380315e-03  -1.093343e-02  -2.170392e-03   3.439462e-03
#> 216  -1.935889e-03   4.986794e-03   7.051035e-03  -3.014747e-03  -3.872845e-03
#> 217   3.955577e-03   4.385052e-04   2.347006e-03   1.033063e-02  -8.978080e-03
#> 218  -7.086944e-03  -4.486832e-03   2.794204e-03  -5.779853e-03  -8.231675e-04
#> 219   1.023772e-02   1.193660e-02   6.783102e-03   1.365439e-02   6.546765e-03
#> 220   3.881800e-03  -4.717602e-03   2.177051e-03  -7.639942e-03   6.923560e-03
#> 221   2.355077e-03  -3.378775e-03   4.583393e-03  -1.232405e-03  -4.698849e-03
#> 222   1.015579e-02   1.886088e-03  -1.802862e-02   1.964038e-03  -1.676022e-03
#> 223   9.410975e-03   5.450608e-03  -1.015265e-02   7.802674e-03   3.214572e-03
#> 224  -4.638559e-03   3.180532e-03   1.027048e-03   6.125968e-03  -7.350195e-03
#> 225   3.998777e-03   3.105680e-03   4.963031e-03  -4.477876e-03   7.804600e-04
#> 226   4.399776e-03  -5.241482e-04   9.349393e-04   1.134283e-02   7.052498e-03
#> 227  -4.413802e-03  -2.867780e-03   1.037579e-03  -2.796008e-03  -7.130343e-03
#>     pca_factor_111 pca_factor_112 pca_factor_113 pca_factor_114 pca_factor_115
#> 1     7.708291e-03  -3.952538e-03   4.565301e-03  -1.336851e-03  -9.933483e-03
#> 2    -2.956263e-03  -1.076943e-03   2.781884e-03  -6.149924e-03  -2.494727e-03
#> 3    -3.331111e-03   3.073674e-03  -1.302291e-02   4.756047e-03  -8.198527e-03
#> 4     3.439019e-03  -2.896339e-03   2.865023e-03   6.763963e-04   7.636456e-03
#> 5    -2.570962e-03   1.221455e-03  -4.549904e-04   1.453928e-03   3.080591e-03
#> 6    -1.524438e-03  -2.381293e-03   5.453999e-03   3.245350e-03   4.771453e-03
#> 7    -3.372957e-04  -3.265661e-03  -1.537263e-02  -5.250517e-03  -7.243871e-03
#> 8     1.493684e-02  -5.807754e-03   4.649724e-03   8.798542e-03  -1.034495e-02
#> 9    -1.217376e-03  -5.498531e-03  -2.072376e-03   3.192135e-03  -7.423563e-03
#> 10   -8.954964e-03  -5.170831e-03   6.384666e-03  -5.037584e-03   9.064125e-04
#> 11    1.591400e-02   2.304386e-03  -1.366689e-02  -1.855716e-03  -4.254073e-03
#> 12   -8.546355e-03  -1.303509e-02   2.302046e-03  -6.591296e-03   4.309280e-03
#> 13    1.199176e-02  -6.384898e-03   5.036918e-03  -3.005769e-04  -7.152141e-03
#> 14    4.668959e-03   1.300111e-02   7.669550e-03  -1.355911e-02  -1.562902e-02
#> 15    3.766285e-03   3.135340e-04   1.410528e-04   2.203490e-03   4.591279e-03
#> 16   -1.285776e-02   3.045584e-03  -5.880780e-03  -1.283593e-02  -1.737712e-04
#> 17    6.741186e-03   5.331540e-04   2.910567e-04   1.091512e-02  -1.316544e-03
#> 18   -1.042799e-02   3.242523e-03  -4.514257e-03  -1.406765e-03   5.271617e-03
#> 19   -5.389129e-03  -4.510175e-04   2.573966e-03   2.608265e-03   7.681492e-03
#> 20    7.995838e-03   4.033810e-04  -3.386007e-03   3.976142e-03   8.554781e-03
#> 21   -7.219216e-03   1.866932e-03   7.567760e-03   7.845864e-03   1.136349e-02
#> 22    2.140388e-03   4.793244e-03  -7.895383e-03   1.182984e-03   1.061899e-02
#> 23    5.034590e-04  -3.267025e-03   7.218235e-03  -1.191964e-05   4.269879e-03
#> 24   -5.380713e-03   2.313898e-03   9.707100e-04   2.118938e-02  -1.558225e-02
#> 25   -6.152036e-03  -1.556980e-03   5.714213e-03  -1.055637e-03   8.580923e-03
#> 26    1.469126e-03   8.319518e-03   6.005826e-03   7.801122e-04  -5.000337e-03
#> 27   -5.068335e-03   6.589806e-03  -4.904695e-04  -6.990813e-03   1.271580e-02
#> 28   -5.167502e-03  -5.959532e-03   4.854844e-03   7.797157e-04   4.481935e-03
#> 29    5.079783e-03  -3.022001e-03  -4.970958e-04  -1.307659e-04  -5.136641e-03
#> 30    2.069449e-03  -6.029463e-04  -5.925429e-03  -1.050250e-03  -2.164355e-04
#> 31   -8.059055e-04  -9.264543e-03   8.372535e-04   8.610527e-04  -5.210035e-03
#> 32    8.735207e-03  -3.962143e-04   4.337762e-03   3.233026e-03   1.159770e-03
#> 33    7.575148e-04   1.786451e-03  -6.409947e-03  -1.359654e-03  -3.023138e-03
#> 34   -6.547431e-03   2.853983e-03   1.014292e-03   6.402812e-04   4.778164e-03
#> 35    5.342181e-03   1.871934e-02  -4.837024e-04  -2.874990e-03   3.537034e-03
#> 36    7.168026e-04  -3.194107e-03  -2.479995e-03   1.720921e-03  -2.613117e-03
#> 37    7.883097e-03   1.034094e-03   1.836491e-03   2.045384e-03  -8.631906e-03
#> 38   -1.026123e-03  -5.369636e-03  -5.710209e-06  -9.600123e-03   1.349560e-02
#> 39   -4.621071e-03   7.377951e-03  -7.612694e-03   9.456507e-04  -4.734401e-03
#> 40    1.162078e-02  -7.281465e-03  -1.698845e-02  -9.598995e-03  -4.589063e-03
#> 41   -3.119825e-03  -5.328078e-03   6.640277e-03   8.038740e-03  -4.989362e-03
#> 42   -2.312086e-03   6.998446e-03  -1.491544e-03  -6.112388e-03   8.837652e-04
#> 43   -3.418923e-03  -8.184043e-03   5.122425e-03   3.586213e-03  -1.138452e-02
#> 44    2.827825e-03  -5.173576e-03  -4.238092e-03  -1.113275e-02   3.433435e-03
#> 45   -1.647334e-03   7.834172e-03   5.829551e-03   4.846633e-03  -4.937973e-03
#> 46    1.655464e-02  -3.401202e-03   9.352260e-03   1.179256e-02   3.496174e-03
#> 47   -3.772490e-04  -4.349045e-03  -2.329089e-03   1.953301e-03   2.608578e-03
#> 48   -3.529280e-03  -2.194410e-03   1.500449e-03   5.539808e-03   3.246738e-03
#> 49   -1.148219e-03   2.483263e-03   8.251626e-03   1.066966e-02  -6.126788e-04
#> 50   -3.381063e-04   9.307372e-03  -2.731487e-03   9.383916e-04  -1.674242e-03
#> 51    2.314941e-03  -6.230687e-03  -3.157103e-03   3.162636e-03   3.026304e-03
#> 52   -5.087722e-03  -2.763168e-03  -1.686834e-03  -5.841566e-03  -1.516820e-05
#> 53   -1.131480e-02   1.663022e-02  -1.440920e-02   1.257177e-02  -5.638374e-03
#> 54    3.914289e-03  -6.337849e-03   2.483258e-03   6.796817e-03  -3.905274e-03
#> 55    5.591622e-03   1.560624e-03  -1.482589e-03  -1.352869e-03  -5.324982e-03
#> 56   -6.020911e-03   3.266653e-03  -5.163779e-03  -3.796049e-03   1.616734e-03
#> 57    3.565941e-03  -7.538432e-03   6.514299e-03  -7.129580e-03   2.321027e-03
#> 58    3.646133e-03   1.050191e-03   3.571038e-03  -4.232824e-03  -8.386944e-03
#> 59   -8.738043e-03   1.704271e-03  -3.164785e-03   4.037281e-03   1.204451e-02
#> 60   -3.865932e-03   8.463723e-05  -1.210816e-03  -2.712833e-03   6.700077e-04
#> 61   -5.753459e-03   7.125534e-03   1.168610e-02   3.628067e-03  -1.092284e-03
#> 62   -7.779819e-04  -3.853190e-04  -7.416019e-04  -5.190164e-03  -1.260988e-02
#> 63   -1.171178e-03   1.630011e-02   1.044481e-02   8.747868e-03  -6.068671e-05
#> 64    4.021685e-03   7.391685e-03   2.632357e-03   4.850910e-03  -4.835300e-03
#> 65   -9.841085e-03  -6.301063e-03   8.142885e-03  -8.614308e-03   6.733777e-03
#> 66    5.801644e-03   2.984785e-03  -2.547755e-03  -6.804911e-04  -6.925299e-03
#> 67    6.984677e-04  -1.014202e-02  -2.849852e-03   5.422435e-03   5.700299e-03
#> 68    2.524238e-03  -4.248259e-03   8.417977e-04   4.743498e-04   1.545600e-03
#> 69    6.695753e-03   3.717549e-03  -1.048178e-02   5.155064e-03  -6.686681e-04
#> 70   -1.149714e-02  -1.843698e-03   3.533723e-03  -8.747331e-03  -2.513413e-03
#> 71   -4.938260e-03   7.836874e-03  -5.809406e-03  -5.033765e-03  -1.204210e-02
#> 72   -8.336109e-03   2.572991e-03  -5.612275e-03   7.998393e-03  -4.077818e-03
#> 73   -1.446673e-03   9.220157e-04  -2.072394e-04  -4.071353e-03  -6.421731e-03
#> 74    7.165332e-03   1.848170e-02  -4.111902e-03   1.988163e-03   5.915047e-03
#> 75    1.898494e-03  -3.994854e-04   8.349959e-03  -1.552528e-03  -4.934513e-03
#> 76    2.863359e-03   1.212009e-03   8.887090e-03   5.176245e-03  -8.689100e-04
#> 77   -3.589379e-03  -1.089012e-02   3.577971e-03  -4.342617e-04  -6.318348e-03
#> 78   -1.958981e-03   2.480551e-03   1.547773e-02  -9.143845e-05   4.619500e-03
#> 79   -2.137018e-03  -4.601876e-03   4.753633e-03   3.144582e-03   5.637737e-03
#> 80   -1.149566e-02   1.643210e-03   7.281360e-03  -7.480796e-03  -4.531884e-03
#> 81   -1.402852e-02   1.169818e-03  -1.178873e-03  -4.259320e-04  -2.690022e-03
#> 82    4.966373e-03  -4.105141e-03   3.642245e-03   2.083998e-03   2.008408e-03
#> 83    1.999415e-02   1.585888e-02   1.137006e-02  -7.081436e-04   8.556931e-03
#> 84   -8.904494e-03   5.511820e-04   1.869314e-03   1.658639e-03   4.076873e-03
#> 85   -1.144710e-03   1.466554e-03  -5.938727e-04   2.108595e-03  -3.181117e-03
#> 86   -3.094220e-03  -2.107177e-03  -1.857811e-03  -6.245254e-03   2.404839e-03
#> 87    1.007075e-02   2.271800e-03  -1.543364e-02  -4.759134e-03   1.005353e-02
#> 88    2.074127e-03  -9.458915e-03   1.244938e-02  -2.256536e-03  -2.598436e-03
#> 89   -7.043085e-04   7.931752e-03  -3.189069e-03   5.762861e-03   4.175572e-03
#> 90   -7.746283e-03   2.427208e-03   9.021162e-03  -4.867428e-04  -2.829107e-03
#> 91   -2.655188e-03   1.361066e-03  -1.040576e-03   2.680785e-03  -1.756960e-03
#> 92   -9.625426e-03   1.077826e-03  -1.565389e-02   4.375656e-03  -3.502899e-03
#> 93   -5.770558e-03   2.297513e-04   4.657581e-04   9.584104e-04   2.692678e-03
#> 94   -1.322868e-03  -1.851915e-03   3.335405e-03  -2.974267e-03  -9.745444e-03
#> 95    4.207024e-04   2.135643e-03   1.558281e-03  -6.133086e-05   5.564412e-03
#> 96   -3.051846e-03  -1.527384e-03  -3.818678e-03   5.068767e-03  -6.423170e-03
#> 97   -2.936779e-03  -5.770746e-04  -8.049190e-03  -5.254510e-03  -6.148369e-03
#> 98   -8.070768e-03  -3.266722e-03  -4.492959e-03  -1.106997e-03  -1.995474e-03
#> 99    8.065911e-04  -5.973553e-03   2.660273e-03   7.066201e-04   3.190675e-03
#> 100  -5.742324e-03   8.664575e-03   3.826136e-04  -6.306826e-03  -1.275325e-03
#> 101  -5.840048e-03  -2.799078e-03   8.435321e-03  -5.763243e-03   8.109100e-04
#> 102   2.461067e-03  -2.087183e-04   1.011485e-03  -6.917934e-04  -4.456186e-03
#> 103  -1.479751e-03  -3.845574e-03  -7.771656e-04   1.438804e-03  -9.428801e-03
#> 104   1.048392e-03   3.405610e-03   6.442388e-04   7.821429e-04   4.180211e-03
#> 105  -7.734761e-04   2.021857e-03   3.654773e-03  -1.868463e-05  -9.363024e-03
#> 106   4.989086e-04   3.783279e-04   2.239787e-04   1.555521e-03   1.070030e-03
#> 107  -2.569807e-03  -1.832146e-03  -2.697111e-03   2.447313e-03   1.664324e-02
#> 108  -1.972684e-02  -1.717326e-02  -1.601506e-02   9.272753e-03   9.100984e-03
#> 109  -5.624361e-03  -8.076885e-04   5.278703e-03  -2.871576e-03   1.734149e-03
#> 110  -7.735619e-03   1.019401e-02   5.591384e-03  -1.617542e-02  -6.246048e-03
#> 111   1.334533e-02   7.474414e-03   3.326009e-03   2.009399e-03   3.712961e-03
#> 112  -8.747816e-03   5.629837e-03   7.528682e-03   4.179528e-03   9.588257e-04
#> 113   8.679048e-03   5.672155e-03  -9.685553e-03  -5.599267e-03  -1.031777e-02
#> 114  -4.339476e-03   1.751025e-03   3.158086e-03  -4.940053e-03  -1.148720e-04
#> 115   1.905411e-03  -1.463490e-02  -1.127025e-02   1.578679e-02  -3.401976e-03
#> 116   9.830546e-03  -1.088105e-02   9.051626e-04  -2.409495e-03  -3.536621e-03
#> 117  -9.722366e-04  -1.895877e-02   2.642228e-03  -1.120940e-02   6.721468e-03
#> 118   6.346547e-03   3.269420e-03   9.032725e-04  -2.764655e-03  -8.482435e-03
#> 119   1.859805e-03   1.434882e-03   7.806793e-03  -2.115259e-03  -4.457538e-03
#> 120  -1.048128e-02   6.614258e-03  -3.275460e-04   5.320867e-03   7.129120e-03
#> 121   5.917129e-03   2.690212e-03  -5.249455e-03  -6.757614e-03   7.771472e-03
#> 122   3.251195e-04  -1.090335e-03  -6.637884e-03   5.905161e-03   5.456317e-03
#> 123  -4.932937e-04  -5.017475e-03   2.358939e-03  -1.102539e-02   8.379955e-03
#> 124  -4.265267e-03   6.840258e-04  -8.373109e-04   8.233434e-03  -5.690171e-03
#> 125  -5.055845e-04  -1.698634e-03  -7.073448e-03  -8.925473e-04  -1.772499e-04
#> 126   5.396391e-04  -2.165737e-03  -4.672819e-03   3.158931e-03  -4.287637e-04
#> 127  -7.307606e-03   1.728269e-03  -5.361353e-03  -9.224824e-03  -1.009065e-02
#> 128   1.250341e-04  -3.317293e-03  -4.338160e-04  -2.263480e-04  -1.994971e-03
#> 129   5.841556e-03   1.518292e-03  -5.973563e-04  -3.228907e-04   2.586178e-03
#> 130   8.237092e-03  -5.102229e-03   4.322581e-03  -4.665075e-03   1.939105e-03
#> 131   1.227379e-02  -5.271634e-05  -9.872292e-03   3.669001e-03  -3.712554e-03
#> 132   7.761094e-03   2.375596e-03  -1.436126e-02  -7.292404e-03   4.817324e-03
#> 133   1.692389e-02  -4.337429e-03   8.240318e-03  -1.789140e-03   6.295435e-03
#> 134   4.635963e-03   5.932166e-03  -1.617841e-03   1.261917e-03  -1.420511e-03
#> 135  -3.581494e-03   1.278058e-03   3.144999e-03  -1.267256e-03  -2.496155e-03
#> 136   1.709465e-03   3.667421e-03  -7.425761e-03   2.090868e-03  -2.769862e-03
#> 137   1.689908e-03  -3.609554e-05  -1.040288e-02  -9.276209e-03   2.908889e-03
#> 138  -6.922375e-03   6.320703e-03   9.440637e-03   1.660964e-02  -1.108262e-02
#> 139   9.275236e-03   2.500507e-02  -7.289234e-03   1.372015e-02  -3.861154e-03
#> 140  -1.273894e-02   1.225927e-03   1.076217e-02   1.433490e-02  -2.136396e-03
#> 141  -1.325513e-03  -3.290713e-03   4.695532e-03  -2.711106e-03   6.747023e-03
#> 142   3.743925e-03   1.201151e-02  -3.695264e-03   1.302604e-02   3.286262e-03
#> 143   2.548947e-03  -1.444986e-02   1.750691e-02  -5.743177e-04   4.070167e-04
#> 144   9.570433e-04  -6.736393e-03  -3.086694e-04  -1.370899e-03  -6.038702e-03
#> 145  -1.222490e-02  -5.942994e-03   2.734397e-03  -1.978874e-03  -2.920126e-03
#> 146  -4.828711e-03  -5.489842e-03  -5.440964e-04  -4.803041e-03  -7.130229e-03
#> 147   1.401861e-03   3.145187e-03  -2.783808e-03  -1.748446e-02   6.659870e-03
#> 148   8.158021e-03  -4.495605e-03  -4.986436e-03  -1.716256e-02   1.723028e-02
#> 149  -7.349352e-03   5.955285e-03   1.300373e-02  -2.048610e-03   8.548108e-03
#> 150   1.000153e-02  -7.525980e-03   2.740945e-03  -2.089288e-03  -3.146765e-03
#> 151   3.675807e-03   2.160689e-04  -9.132947e-03   4.829206e-03   5.265016e-03
#> 152   3.550697e-03  -1.046702e-02  -8.945903e-03  -7.574029e-03  -6.905517e-03
#> 153  -4.415857e-03  -3.793060e-03  -5.560776e-03   4.051230e-03   5.736726e-03
#> 154   6.782239e-03  -4.924276e-03   1.076032e-03  -9.773332e-03  -2.590024e-03
#> 155  -6.328800e-03  -4.715098e-03   2.060775e-05   1.235468e-03   1.834153e-02
#> 156   1.019726e-02  -3.085515e-03   9.437442e-03   7.082577e-03   3.243519e-03
#> 157  -6.068686e-03   6.373409e-04   5.050852e-04  -6.808869e-03  -1.671284e-02
#> 158  -5.153034e-03   3.661941e-03   4.276810e-03   7.428040e-03   1.012013e-03
#> 159   5.368304e-03  -9.737868e-03  -1.059098e-02   5.423613e-03  -6.087353e-03
#> 160  -4.134635e-03  -6.606493e-03  -4.223646e-03   5.277783e-03   4.151420e-03
#> 161  -1.695819e-03   1.618991e-03   4.102568e-03   1.329329e-03  -4.891730e-04
#> 162   1.089829e-02   4.078239e-03   7.512573e-03  -2.103412e-03  -3.312231e-03
#> 163   3.380522e-03   6.683101e-03   3.465547e-03  -6.248002e-03  -4.835303e-03
#> 164  -4.748936e-04  -2.300745e-04  -5.316033e-03  -6.540573e-03  -1.143672e-03
#> 165   2.145777e-03   1.131480e-03  -2.800233e-03   4.609121e-03  -4.372445e-03
#> 166  -5.564416e-04   8.587875e-04  -4.848179e-03   1.223362e-04   6.587992e-03
#> 167   6.543039e-03  -4.865550e-03  -8.762426e-03   1.063857e-03   1.021896e-03
#> 168  -1.688286e-03  -7.676949e-03  -2.745747e-03   1.640335e-03  -2.167339e-03
#> 169   1.238893e-03   5.468986e-04  -7.640454e-03  -4.419499e-03   7.185756e-03
#> 170  -5.885897e-05  -1.070489e-05   5.504000e-04   6.346416e-03   5.200195e-03
#> 171   4.625440e-04   2.118571e-02   1.490440e-02  -2.026213e-02  -8.083607e-03
#> 172  -5.726509e-03   6.225163e-03  -1.319154e-02  -7.046553e-03   1.985508e-03
#> 173  -3.147965e-03   8.618838e-03  -6.484696e-03   6.102523e-03  -9.229550e-04
#> 174  -3.669880e-03  -3.015210e-03  -3.508585e-04   1.113903e-03   1.207389e-03
#> 175   9.116034e-03   1.028452e-02  -1.873344e-03  -3.275224e-03   8.519996e-03
#> 176  -2.667889e-03  -6.322558e-03   8.538948e-04  -1.191804e-03  -4.056430e-03
#> 177  -5.259041e-03  -6.682117e-04  -5.431274e-03  -1.046699e-04  -4.327857e-03
#> 178   4.958195e-03   3.780859e-03   1.048903e-03  -1.799620e-03  -1.274640e-03
#> 179   3.442428e-03   2.982608e-04   3.327951e-04  -2.385501e-03  -2.549686e-03
#> 180  -1.533831e-02   4.534339e-03  -6.055663e-03  -4.621870e-04   7.554159e-03
#> 181   8.651997e-03   2.319714e-03  -1.969153e-03  -1.941408e-03  -3.579390e-03
#> 182   9.831849e-04   9.693866e-04   2.402491e-03  -2.215134e-03  -4.620447e-03
#> 183   2.643613e-03  -1.214056e-03   1.726775e-02   1.239346e-02  -3.015741e-03
#> 184   8.361362e-03  -4.460056e-03  -4.131994e-03   4.138924e-04   3.359991e-03
#> 185   2.397530e-03   2.643772e-03   7.085050e-03   3.447420e-03   8.313976e-04
#> 186  -3.973098e-03   5.046515e-03   9.209431e-03  -3.173002e-03   1.160939e-03
#> 187  -2.263069e-03  -8.352930e-03   6.150114e-03  -6.303636e-03  -1.626412e-03
#> 188  -2.266471e-03  -5.977892e-03  -8.537387e-03   2.118204e-03  -6.292339e-03
#> 189  -8.525025e-03   4.243049e-03   8.176123e-04   3.695920e-03   1.537345e-02
#> 190   3.579098e-03  -1.003480e-02   3.790124e-03   2.572725e-03  -8.066437e-03
#> 191   1.977098e-03   6.378819e-03   1.163105e-02  -2.444103e-03   1.396972e-03
#> 192   3.853479e-03   1.339447e-03  -2.312571e-03   1.114071e-02  -3.688878e-03
#> 193   7.533539e-03   4.600697e-03  -3.949661e-03  -1.137045e-03  -2.562394e-03
#> 194   1.126543e-02  -4.460832e-03  -6.616801e-03  -5.379821e-03   8.463469e-04
#> 195   7.751308e-03  -1.205934e-02  -6.390266e-03   1.564353e-02   7.784610e-03
#> 196  -1.558455e-02   1.362528e-02  -1.229464e-02   1.499903e-04   5.817095e-03
#> 197   1.021353e-02  -3.690976e-03   5.630120e-03   4.005043e-03  -3.263064e-03
#> 198   2.860016e-03  -2.499378e-03   4.547926e-03   4.885299e-03   1.121527e-02
#> 199  -1.111902e-02   8.434333e-03   7.191709e-03  -6.784423e-03   7.761285e-05
#> 200   7.021884e-03  -7.724765e-03   8.715417e-03   3.843510e-03  -5.842689e-03
#> 201  -1.255812e-03  -1.572186e-03  -1.037070e-02  -7.661238e-04  -4.717596e-03
#> 202   4.890715e-03  -2.806356e-03   1.513715e-03   3.368355e-03   2.040037e-03
#> 203  -3.106746e-03   5.604609e-03  -2.453808e-03   6.221095e-04   6.254012e-04
#> 204   5.691984e-03   5.679135e-03   4.037981e-03  -4.123411e-03   6.941403e-03
#> 205  -1.293572e-02  -2.981063e-04  -2.352051e-03  -2.141440e-03  -4.684773e-03
#> 206  -2.699698e-03  -6.591476e-03   6.378573e-03   7.900803e-03   1.408176e-02
#> 207  -1.143507e-02   3.982296e-04   1.363740e-03  -2.687087e-03  -5.592054e-04
#> 208  -4.442560e-03  -5.885303e-03   2.092348e-03   3.635751e-03   2.499983e-03
#> 209  -6.384788e-03  -8.288276e-03  -3.816509e-03   1.895258e-03   1.254701e-04
#> 210   2.948519e-03  -1.212612e-03  -8.399214e-03   2.236850e-03  -1.278712e-03
#> 211   9.577280e-03   6.792204e-03   7.909750e-04   9.504910e-03   5.232572e-03
#> 212  -3.819315e-03  -3.229213e-03  -6.652167e-04  -4.400803e-03   7.554810e-05
#> 213   5.664669e-04   4.170243e-03  -2.821393e-03  -3.953912e-04   4.148418e-03
#> 214  -6.782756e-03  -1.038322e-02  -8.102828e-04  -1.691930e-04  -1.009805e-02
#> 215   9.007652e-03   5.164339e-03   6.219346e-04  -5.040912e-03   2.634545e-04
#> 216  -3.300967e-03  -4.285790e-03   7.287671e-04   4.108585e-03   6.368800e-03
#> 217  -5.366782e-04   5.615982e-03  -2.961326e-03  -4.927865e-05  -2.768766e-03
#> 218   1.811753e-03   1.198214e-02   5.844968e-03  -1.102675e-06   9.894889e-03
#> 219  -3.955435e-03  -7.079213e-03  -2.669890e-03  -2.874718e-03  -1.446693e-02
#> 220   8.483307e-03  -4.774563e-03  -4.207390e-03  -1.056839e-02   5.103413e-04
#> 221  -7.915837e-03   9.683970e-03   2.116261e-03   6.995886e-03   2.526415e-03
#> 222  -2.495022e-03  -5.920248e-03   5.238594e-03  -3.183589e-03  -4.410117e-03
#> 223  -3.239983e-03  -6.349696e-03   4.434744e-03  -1.096883e-02  -3.895076e-03
#> 224   8.619866e-03   1.083513e-02  -8.278542e-03   4.427088e-03   6.073906e-03
#> 225   1.335320e-02   8.203662e-04   4.787339e-03  -2.005172e-02   1.303370e-02
#> 226   8.058745e-03  -1.372982e-02   8.652036e-04   1.565621e-02   1.189555e-02
#> 227  -7.829818e-04  -3.714578e-03   6.786473e-04   1.365752e-05  -4.348744e-03
#>     pca_factor_116 pca_factor_117 pca_factor_118 pca_factor_119 pca_factor_120
#> 1    -2.714634e-03  -4.863804e-03   5.633477e-03   2.887800e-03  -2.514615e-03
#> 2     3.586033e-03   1.856591e-03  -4.692799e-03  -2.562638e-03  -6.899320e-03
#> 3    -1.150076e-02   5.290007e-03   2.223350e-03  -3.077105e-03  -4.512190e-03
#> 4     1.769706e-03  -6.496882e-04  -5.227474e-03  -3.207940e-03  -3.237909e-03
#> 5    -2.072529e-03  -4.255358e-04   7.940143e-03   8.526445e-03  -2.574041e-03
#> 6    -5.019623e-03   3.813380e-03  -2.040302e-02   1.031562e-02  -4.139521e-03
#> 7     3.810510e-03   1.774858e-03   6.715460e-03  -1.163258e-02  -3.758910e-03
#> 8    -5.087801e-03   7.935612e-03   3.895841e-03  -5.590764e-03  -1.965621e-03
#> 9     8.390107e-03  -5.176290e-03  -6.936147e-03   7.891034e-04  -8.311687e-04
#> 10   -2.971906e-03  -9.449339e-03  -1.051172e-03  -4.302431e-04   2.790273e-03
#> 11   -2.953949e-03   5.400401e-04  -5.987386e-03  -1.632467e-03  -4.317112e-03
#> 12   -1.592540e-03   6.145184e-03  -2.445629e-03  -8.079975e-04  -2.464089e-03
#> 13   -1.177292e-02   5.088765e-03  -5.276974e-04  -1.430686e-03  -9.672724e-03
#> 14    8.709330e-03  -2.090429e-03   6.305870e-03  -2.136651e-02   5.875598e-03
#> 15    1.400148e-03  -1.874741e-03   2.273664e-04   5.362068e-04   1.897402e-03
#> 16   -1.101472e-02   9.153605e-03  -6.644231e-03  -1.181738e-03  -7.590967e-04
#> 17    2.621803e-03  -4.970293e-04   1.314332e-02   2.171542e-03  -7.806037e-04
#> 18   -3.158584e-03  -2.145323e-04  -3.401654e-03  -6.107387e-03  -1.131824e-02
#> 19   -3.313131e-04   4.804918e-03  -6.432375e-03  -3.092793e-03   1.011716e-03
#> 20    1.105077e-03  -5.993191e-03   3.823033e-03  -1.741992e-03  -4.540227e-03
#> 21   -4.797187e-03   4.930924e-03  -6.104588e-03  -2.910466e-03   2.498166e-03
#> 22    1.403308e-02  -4.357205e-03   4.275577e-03   3.981572e-03   5.371621e-03
#> 23    1.052770e-02  -6.143051e-05   5.811442e-03  -6.589608e-03  -1.687635e-03
#> 24   -2.600966e-03  -2.934306e-04  -9.246563e-03   4.075653e-03   7.701842e-03
#> 25   -4.978583e-05   1.507879e-02   7.794171e-03  -4.572710e-03   1.460563e-03
#> 26    1.294247e-04   3.030776e-04  -4.467762e-03  -7.198639e-03  -1.495745e-02
#> 27    1.607603e-03  -1.108882e-03   6.652856e-03  -2.536263e-03  -7.127443e-03
#> 28   -1.296081e-03   6.137639e-03   4.012535e-03   2.635691e-03   3.150237e-04
#> 29    5.690348e-03  -1.274713e-03  -4.077596e-03   2.151962e-03  -3.426774e-04
#> 30    5.518434e-03   2.369732e-03   1.620681e-03   3.771101e-03   3.927176e-03
#> 31   -6.871523e-04  -1.526407e-03   2.440946e-03  -1.049959e-02   2.138421e-03
#> 32   -1.356766e-03  -1.494555e-03  -5.372596e-03  -1.181064e-03   5.871714e-03
#> 33    6.789974e-03  -7.073913e-03  -1.907987e-03  -1.039961e-03  -5.835986e-03
#> 34    5.863878e-03  -6.723818e-04   4.976274e-03   3.133008e-03   3.071139e-03
#> 35   -5.295164e-04   2.785348e-03   1.944854e-03   1.708839e-02   3.418194e-03
#> 36   -5.006484e-03  -3.179524e-04  -1.553715e-03   1.655937e-03   4.913155e-03
#> 37   -2.435876e-03  -6.210367e-03  -7.443490e-04   2.054665e-03   4.965210e-03
#> 38    1.164697e-02   4.686554e-03  -1.373186e-03  -7.749131e-04  -1.006758e-02
#> 39    2.700726e-03  -7.754846e-04  -3.510863e-04   2.501971e-03  -2.549438e-03
#> 40   -2.275137e-03  -5.956618e-04  -1.232712e-03   3.357714e-03   3.623431e-03
#> 41    9.154289e-03   1.050017e-02   2.891505e-03   1.407309e-03   5.859612e-03
#> 42   -9.902185e-03   4.870208e-03   5.771633e-03  -5.982264e-04  -5.422869e-03
#> 43   -3.280066e-03   7.032167e-03   3.632040e-03  -3.013110e-03  -4.056296e-04
#> 44    1.953262e-03  -4.993963e-03  -2.672737e-04   1.611073e-03   2.904269e-03
#> 45    4.431931e-03   3.561371e-03  -4.923167e-03  -5.138644e-03  -1.227417e-02
#> 46    7.299887e-03   2.154026e-02   2.762427e-03   2.011905e-03   2.032726e-02
#> 47   -2.824018e-03  -2.510067e-03  -1.705822e-03  -2.614049e-03   6.080132e-05
#> 48   -6.438314e-03   2.353670e-04   1.947283e-02   5.400386e-03  -5.163310e-04
#> 49   -9.282633e-03   4.017014e-03   9.406525e-03   2.093937e-03   9.840667e-04
#> 50   -3.134936e-03  -1.772225e-03  -3.146347e-03  -3.931260e-04   2.844726e-04
#> 51   -2.298272e-03   2.048334e-03  -4.394598e-03   1.018350e-02  -1.008793e-02
#> 52   -8.431310e-03  -2.806001e-03   9.774404e-04  -8.489633e-04  -6.500335e-03
#> 53   -1.262874e-02  -5.447092e-03  -1.659338e-03  -2.288497e-03  -7.222726e-03
#> 54    3.896329e-03  -3.855181e-03   1.417694e-02   3.358975e-03  -1.132040e-02
#> 55    5.333576e-03  -9.841153e-03  -1.026276e-02   4.440259e-03   2.466403e-04
#> 56    1.838689e-03   6.743499e-03   2.982476e-03   1.142196e-02  -7.080965e-03
#> 57    4.652619e-03   5.417223e-03   1.551272e-03   9.025356e-04   6.489048e-03
#> 58   -5.498529e-04   9.452369e-03   8.432476e-04   1.980858e-03   5.156131e-03
#> 59    3.278430e-03   7.755695e-04   2.133441e-04  -1.218566e-02  -2.350849e-03
#> 60   -3.213394e-03  -1.768372e-04   6.884297e-04  -2.219852e-03   3.271088e-04
#> 61    2.959813e-03  -1.267251e-02  -7.664426e-03   6.333957e-04  -5.135210e-03
#> 62    1.103451e-03   5.088878e-03  -1.057574e-03   7.068854e-03   6.891074e-04
#> 63   -3.456427e-03   8.909649e-03   5.340312e-03   3.182172e-04   1.376794e-03
#> 64   -5.374214e-03   5.563252e-03   9.818998e-03   5.660685e-03   3.795300e-04
#> 65    2.564128e-03  -3.290457e-03   1.760881e-03   3.940711e-03   4.157648e-03
#> 66    8.100766e-04   2.290299e-03  -4.732881e-03  -2.838597e-03   3.159518e-03
#> 67    2.546010e-03  -3.933278e-03   7.823368e-03  -9.041560e-03  -2.417968e-03
#> 68    1.015238e-02   4.722997e-03   5.977263e-03   3.172019e-04  -2.935271e-03
#> 69   -4.443599e-03  -5.511173e-03  -9.606380e-04   2.672891e-03  -2.393093e-03
#> 70   -8.199529e-04  -8.956798e-03  -7.356886e-03   5.667966e-03  -3.114641e-03
#> 71    5.025181e-03   1.565253e-02   3.359384e-03   2.322719e-03   3.562407e-03
#> 72   -2.496139e-03  -8.291996e-04  -3.735369e-03  -2.383607e-03  -4.603776e-03
#> 73   -4.310334e-03  -1.767659e-03   4.575401e-04   6.123428e-03   2.147669e-03
#> 74   -6.851677e-04  -4.483455e-03   1.541341e-04  -6.515558e-03   1.122404e-02
#> 75   -4.382551e-03  -1.353479e-03  -4.668975e-03   1.377165e-03  -3.332096e-03
#> 76   -7.388479e-03  -3.240789e-03  -2.178779e-03  -5.618195e-04  -2.462604e-03
#> 77   -1.602800e-04  -1.553112e-03  -5.093499e-03  -1.567154e-02   1.174604e-03
#> 78   -4.692793e-04  -5.698005e-03  -7.388458e-03   2.910939e-03  -5.050696e-03
#> 79    6.412617e-04  -2.152203e-03   6.774952e-04  -5.683893e-03   8.319575e-03
#> 80    2.840365e-03   7.850141e-03   2.261342e-03   9.543409e-04  -3.265896e-03
#> 81   -8.398464e-03  -3.624363e-03   5.860974e-05   3.829249e-03   1.130390e-02
#> 82    1.399890e-03   5.720470e-03   2.285147e-04  -3.347760e-04   1.330184e-03
#> 83   -1.083498e-03   6.073468e-04  -5.449712e-03   4.067842e-03  -9.408750e-04
#> 84    7.249289e-03   2.311543e-03  -1.273733e-03  -9.139246e-04   3.617340e-03
#> 85    1.999876e-03   8.064190e-04   1.009336e-02   3.312438e-03   1.065935e-03
#> 86    5.556145e-03  -1.604666e-03   2.680655e-03   1.303876e-03   4.033953e-03
#> 87   -1.357342e-02   5.994252e-03  -9.276623e-03   1.435113e-03   8.636029e-03
#> 88   -1.252815e-03  -2.027544e-02   8.746050e-05  -2.034416e-03  -1.541775e-02
#> 89   -3.897151e-03  -2.347770e-03   1.743740e-03  -2.642775e-03   3.740086e-03
#> 90   -8.245232e-03  -4.964867e-03   7.125775e-04   1.037668e-03   1.515330e-03
#> 91    1.016469e-03   5.023954e-03   1.005927e-03  -1.044329e-03  -3.258365e-03
#> 92    9.482322e-03   8.687163e-06  -4.296518e-03  -2.038657e-03  -3.227420e-03
#> 93    2.683775e-03  -1.495613e-03  -1.767366e-03   2.203385e-03   4.269409e-03
#> 94   -8.428290e-03   2.675089e-03  -1.217949e-02  -4.482168e-03  -3.662592e-03
#> 95    7.686164e-03   1.206154e-02  -7.334925e-03   1.301383e-03  -5.959830e-03
#> 96   -1.365534e-03   8.658943e-03   2.421017e-03   2.670450e-03  -1.517479e-03
#> 97   -5.151705e-04   8.215282e-03   2.762312e-04   2.104189e-02  -1.141232e-02
#> 98    2.046757e-03   7.105401e-03   6.284323e-03  -1.817496e-03   1.880150e-03
#> 99    3.267044e-03   1.208785e-03   4.747016e-03   9.217328e-04  -5.208215e-03
#> 100   3.995818e-03   4.042290e-03   3.998320e-03  -9.291830e-03   8.213147e-04
#> 101  -4.678102e-03  -6.788428e-03   5.760102e-03   2.715250e-03   4.938087e-03
#> 102   3.316140e-04  -1.186857e-02   8.532105e-03   9.623698e-03   1.236293e-03
#> 103  -3.208581e-04   3.657398e-03  -2.435525e-03  -9.906080e-04  -1.659467e-03
#> 104   8.189298e-04   2.664902e-03  -4.669905e-03   8.576524e-03  -4.392216e-03
#> 105  -5.300530e-03  -7.378692e-03  -4.972272e-03   2.089295e-03   4.867326e-03
#> 106   8.191627e-04  -1.217096e-03  -2.843426e-04  -1.560805e-02   4.836943e-03
#> 107   5.339537e-04  -5.883031e-03   1.535316e-02  -3.176019e-03  -7.455606e-03
#> 108  -4.725501e-03  -9.865130e-03   2.492245e-04   2.180642e-03  -2.129757e-03
#> 109   1.115688e-03   6.878844e-03   4.460181e-03   1.345485e-03  -2.074524e-03
#> 110   3.475659e-03   2.730770e-03   1.082922e-02  -2.728798e-04  -3.297253e-03
#> 111   1.117907e-03  -9.336745e-03   4.473679e-03  -1.341392e-03   4.808953e-03
#> 112   1.672593e-02  -9.661858e-03   7.205348e-03   2.502354e-03  -1.508875e-03
#> 113   5.039821e-03  -2.970686e-03   1.162386e-02  -3.454257e-03  -4.384523e-03
#> 114   6.093917e-03  -7.392342e-04  -1.762241e-03  -6.820859e-03   2.224439e-03
#> 115  -6.805749e-03  -4.899618e-03   2.038285e-03  -1.158192e-02   9.090580e-03
#> 116   8.243661e-03  -4.154327e-03  -2.692390e-03   3.208887e-03   2.292632e-03
#> 117   8.713513e-03   3.238101e-03   2.906243e-03   6.483658e-03   1.610539e-02
#> 118  -1.321635e-03   4.671885e-03   2.537341e-03   6.990524e-03   2.105602e-03
#> 119  -4.750568e-03  -6.291507e-03  -7.394036e-03  -1.842496e-03   2.864589e-03
#> 120  -1.610685e-02   4.628023e-03   1.018583e-02  -7.533722e-03  -2.856546e-03
#> 121   4.340118e-03  -9.033742e-03  -6.204712e-03   2.378289e-03  -2.246452e-04
#> 122  -3.087330e-03   1.294832e-03   2.978841e-03   2.028742e-03   1.432009e-03
#> 123  -2.388512e-03  -4.321270e-03   8.112079e-03   2.700591e-03   4.895495e-03
#> 124   8.743183e-03   1.247161e-03  -2.327791e-03   3.307042e-04  -4.633100e-03
#> 125  -1.121881e-03   6.223600e-06   3.621362e-03   1.476380e-02  -3.869336e-03
#> 126   1.651435e-03  -3.710119e-03   3.430494e-03   3.160462e-04  -5.508997e-04
#> 127  -1.356639e-04   3.832929e-04   8.691184e-03  -1.941188e-02   2.399463e-03
#> 128   2.120562e-02  -1.809344e-03  -4.250656e-03   3.957760e-03  -1.818895e-03
#> 129   6.673070e-03  -9.076771e-03  -1.008517e-03   2.405260e-03   2.170889e-03
#> 130  -1.084431e-02   1.609425e-03  -3.461292e-04  -4.047308e-03  -5.514712e-04
#> 131  -2.207225e-03  -8.485334e-03   1.255222e-02   2.236696e-04  -5.674920e-04
#> 132   1.009344e-02  -8.066123e-03  -6.269202e-03   2.755600e-03   1.954454e-03
#> 133   1.127523e-03   1.631966e-03   1.490861e-03  -2.094350e-03  -7.603176e-03
#> 134   3.105611e-04  -5.486593e-05   5.457224e-04  -4.288645e-03   5.775011e-03
#> 135  -9.281972e-06   2.408817e-03  -1.799867e-03  -7.319652e-04  -3.342681e-03
#> 136  -2.024284e-03   5.320877e-03  -4.973613e-03  -4.885623e-03   3.737851e-06
#> 137  -4.218293e-04   5.636628e-03  -1.304142e-03  -4.220616e-03   9.243411e-05
#> 138   4.784070e-04  -8.548648e-03   4.397521e-03   5.260326e-03   1.396542e-02
#> 139   1.071717e-03  -1.325500e-02   1.582415e-03  -1.752386e-04   2.675211e-03
#> 140   2.296709e-02   4.918578e-03  -5.522210e-03  -1.237287e-03   1.392240e-03
#> 141   1.689021e-03   6.413913e-03   3.679580e-03  -6.495210e-04  -4.854514e-03
#> 142   3.129677e-03   1.263758e-02  -6.793157e-03  -7.621675e-03  -4.324918e-03
#> 143   3.748383e-03   3.514821e-03   6.112048e-03   5.844863e-04   2.210912e-03
#> 144  -5.099641e-03   7.416631e-04  -2.213495e-03   4.325742e-03   7.254378e-03
#> 145  -3.439347e-03  -2.205622e-03   5.272702e-03   1.208866e-03   4.318266e-04
#> 146   3.157775e-04   5.175150e-03   2.260177e-03   7.087166e-03  -7.972397e-03
#> 147  -1.201054e-02  -1.555988e-02   1.429443e-03   6.180838e-04  -2.389937e-03
#> 148   1.485091e-03   7.932081e-03   2.753770e-03   1.966295e-03   2.284788e-02
#> 149  -2.944107e-03   4.564260e-03   5.133740e-03  -2.186725e-04   6.046663e-03
#> 150   5.604253e-03   2.888222e-03   6.053720e-03   2.073772e-03  -5.067905e-03
#> 151   1.468876e-02  -6.439205e-03  -5.753195e-04  -2.581026e-03  -2.242014e-03
#> 152   5.067231e-03   2.942874e-03   3.044935e-03   1.049396e-03  -2.550775e-03
#> 153  -4.877079e-03  -3.372102e-03   3.939801e-03   2.152678e-03  -1.538358e-03
#> 154  -1.334315e-02  -2.588370e-03  -3.573574e-03  -4.398321e-03  -3.092438e-04
#> 155   1.054202e-03   2.260616e-03   1.210129e-04  -6.661370e-03  -6.245991e-03
#> 156  -1.742779e-03  -5.786778e-03   6.740367e-03  -6.498174e-04  -5.800646e-03
#> 157   6.566994e-03   1.043477e-02   2.055920e-03  -5.513679e-03   1.736610e-06
#> 158  -1.076529e-02   3.413945e-04   1.498552e-03  -4.619254e-03  -7.569576e-03
#> 159  -3.876007e-03  -8.194705e-03   1.246107e-02   6.214786e-03  -3.285494e-03
#> 160  -1.891253e-03   1.301599e-03   1.657895e-03   1.181332e-02  -2.755038e-03
#> 161  -3.659403e-03  -5.222591e-03  -1.059865e-03   2.030522e-03   1.929755e-03
#> 162   3.781756e-03  -3.347136e-03   2.430175e-03  -6.030001e-03   4.016023e-03
#> 163   6.113986e-03   7.190562e-03  -3.078581e-03   7.142272e-03  -5.136859e-03
#> 164   1.271359e-02   2.542832e-03  -8.863378e-03   1.787206e-03   5.588941e-03
#> 165  -1.043456e-03  -1.500536e-03   1.643311e-03   8.934428e-03   5.649549e-03
#> 166  -2.489284e-03   1.696424e-03   7.980130e-03  -2.098951e-03  -3.486964e-03
#> 167  -4.684659e-03   9.775637e-03  -2.473180e-03  -4.309731e-03  -6.453326e-03
#> 168   1.251651e-03   1.532338e-03  -8.168623e-03   1.794806e-02  -7.633218e-03
#> 169   6.777224e-04   6.316258e-03  -6.285544e-03  -5.629467e-03  -2.747791e-03
#> 170   1.496039e-03   7.760501e-03   5.096370e-04  -3.272078e-03   5.731026e-03
#> 171  -3.042680e-03  -1.120175e-02  -8.742866e-04   2.509579e-04   2.442396e-03
#> 172   8.369997e-03  -4.143423e-03  -5.266387e-03  -2.029278e-03   1.171310e-03
#> 173  -1.643888e-03  -5.752035e-04  -6.308918e-03  -1.808753e-03  -1.669493e-04
#> 174  -1.597153e-03   4.627352e-03   3.106375e-03   2.110171e-03  -3.773890e-03
#> 175  -1.386033e-02   1.151207e-02   9.583681e-03  -4.090924e-03  -6.866347e-04
#> 176   7.623808e-03  -1.030637e-02  -5.842645e-03   5.212051e-03   4.694267e-04
#> 177  -7.888809e-03   3.981695e-04  -1.638377e-03   1.147011e-03   6.734876e-03
#> 178   4.146629e-03  -4.234545e-03   4.611620e-03  -5.664785e-03   3.151831e-04
#> 179  -2.726184e-03   6.154231e-03  -1.259500e-02  -3.318163e-03   1.143430e-03
#> 180  -2.105000e-03   3.661053e-05  -1.829232e-03  -2.518257e-03   8.330886e-03
#> 181  -2.406312e-03   1.233333e-03   4.247216e-03   4.827066e-03   4.427900e-03
#> 182   8.011669e-03  -5.431230e-03  -2.098429e-03   2.862428e-04  -4.359994e-03
#> 183  -1.437578e-02   2.977959e-03   2.506007e-03  -9.008316e-04  -6.759165e-03
#> 184  -1.040434e-02  -2.945861e-03  -6.151236e-03  -4.796416e-03   7.719299e-03
#> 185  -3.902810e-03   1.418550e-03  -7.610862e-03   3.351760e-03  -1.557109e-03
#> 186  -1.468763e-03  -7.609130e-03  -7.938680e-03   1.852978e-03   2.327170e-03
#> 187  -1.533796e-02   8.991175e-03   2.448391e-03   5.579735e-03   1.207962e-02
#> 188   3.364661e-03  -9.486411e-03   1.669297e-02   8.855005e-03  -9.220375e-04
#> 189  -2.692287e-03  -4.130538e-03  -2.837871e-03   6.208603e-03   9.768162e-04
#> 190   6.030174e-03  -1.051044e-02  -7.312545e-03  -2.683280e-03  -8.606962e-03
#> 191  -4.467923e-03  -4.057101e-03  -2.159606e-02   7.959278e-04   9.008472e-03
#> 192   7.904970e-04  -1.311172e-02   3.972163e-03   1.518038e-03   1.009800e-02
#> 193   1.599079e-03   3.154378e-03  -1.032423e-03   2.373735e-03  -9.462385e-04
#> 194   6.326884e-03   3.205675e-04  -1.057937e-02  -6.334414e-03   2.090607e-03
#> 195  -1.778433e-03   2.821080e-03  -1.138727e-02   2.671539e-03   2.308960e-03
#> 196   5.583754e-03  -5.094811e-03  -4.042947e-03   5.381940e-04   1.160092e-02
#> 197   7.704741e-03   2.436243e-03  -4.309839e-03  -8.457035e-04  -3.349997e-03
#> 198  -3.119890e-04  -6.516573e-03  -6.680574e-03   8.586613e-05  -2.932708e-03
#> 199  -1.333542e-03  -5.213855e-03   7.427968e-03  -4.462708e-04   3.923948e-03
#> 200  -4.283309e-04   1.319881e-03  -1.363223e-03   2.170206e-03  -1.437072e-04
#> 201  -3.052109e-03   5.426553e-03  -8.264055e-03  -5.202050e-03   4.774794e-03
#> 202   1.220974e-04  -7.352815e-04  -4.034622e-03  -4.179274e-03  -1.663688e-03
#> 203   8.349126e-04  -1.592383e-03   3.546300e-03  -1.411495e-03  -1.095453e-02
#> 204  -8.304595e-04   7.473766e-03  -7.521958e-03   5.388488e-03  -4.323068e-03
#> 205  -8.412246e-03   3.136452e-03  -1.094987e-02   6.358909e-03  -1.961349e-03
#> 206  -1.402243e-03  -7.618923e-03   1.558639e-03  -1.169607e-02   6.698354e-03
#> 207  -2.901926e-03  -8.114329e-05   1.548512e-04   3.363554e-03  -3.028313e-03
#> 208   1.601348e-03  -5.881462e-03   9.624746e-05  -1.232261e-02   6.470758e-03
#> 209  -3.146624e-03  -3.495529e-03  -2.245879e-03  -1.188059e-02   3.223469e-03
#> 210   2.500805e-03   1.307007e-02   4.150409e-03   8.280715e-03  -3.823292e-03
#> 211  -5.242084e-04   8.336046e-03   6.868180e-03  -2.208807e-03  -1.484009e-03
#> 212  -1.044257e-03   8.632485e-03  -1.010090e-02  -8.925956e-03  -1.296292e-02
#> 213  -1.591974e-03   5.191273e-04   3.171624e-03  -2.272019e-05  -3.270966e-04
#> 214  -6.039360e-03  -1.260514e-03  -1.566665e-03   8.864541e-03   2.183668e-02
#> 215   8.769177e-03   8.426330e-03  -1.730506e-03  -1.054153e-02  -5.804537e-03
#> 216  -1.901601e-03  -3.214584e-03  -8.143591e-03   1.265098e-03  -9.340082e-05
#> 217  -5.229845e-04  -9.526722e-03  -1.341744e-03   4.022834e-03  -7.719803e-04
#> 218  -7.432330e-04   5.816161e-03  -1.000029e-03   1.331908e-02  -1.196489e-03
#> 219   1.306845e-03   9.592138e-04   5.403608e-04  -1.161935e-02   3.334899e-03
#> 220  -1.469369e-02  -1.280499e-03  -6.192903e-03  -3.428207e-03   1.221569e-03
#> 221   1.807533e-02   5.370991e-03  -2.272461e-03   3.080593e-03   5.284179e-03
#> 222   7.621141e-04  -7.825555e-04   7.363806e-04  -1.695159e-03  -6.281371e-04
#> 223   2.075505e-03  -1.350710e-03  -5.500469e-04   4.300721e-03   1.605945e-03
#> 224   1.238829e-03   2.821655e-03   1.274511e-03   1.576836e-03   5.481986e-03
#> 225  -6.247512e-03  -1.106459e-02   6.229459e-03   1.057786e-03  -7.108353e-03
#> 226  -6.166144e-04  -3.623446e-03  -7.590716e-03  -1.934808e-04  -5.092197e-03
#> 227  -3.165382e-03  -5.823302e-03  -2.973101e-03  -3.532874e-03   3.233766e-03
#>     pca_factor_121 pca_factor_122 pca_factor_123 pca_factor_124 pca_factor_125
#> 1    -5.708920e-04  -1.065608e-02  -1.083814e-03  -6.658968e-04   7.342334e-03
#> 2    -2.697497e-04   9.007707e-03   7.504832e-03  -5.859194e-03   6.514155e-03
#> 3    -1.393501e-02  -9.682785e-04   5.523182e-03   4.579705e-04  -3.413708e-04
#> 4    -4.665568e-03   2.385871e-03   3.268629e-03  -4.757446e-03  -4.990591e-03
#> 5     1.249115e-03   3.884329e-03   3.041800e-03   4.751914e-03   1.670599e-03
#> 6    -1.587752e-03  -6.177605e-03  -2.055496e-03  -6.359848e-03   2.039089e-03
#> 7     1.502078e-03   6.084744e-03  -4.992621e-03   1.082339e-02  -6.188164e-03
#> 8     2.996594e-03   9.608773e-03   1.557592e-02   1.039823e-03  -2.563587e-03
#> 9    -2.607235e-03  -1.415569e-03  -3.578419e-03   9.676199e-04  -3.940242e-03
#> 10   -1.032878e-03  -2.092803e-03  -7.688273e-04   6.198439e-03   2.239819e-03
#> 11    1.265469e-02  -7.328383e-03   1.050449e-03  -2.121311e-03  -3.424697e-03
#> 12   -1.366370e-02  -9.918299e-03  -4.508530e-03  -1.491405e-04  -3.197516e-03
#> 13   -6.163993e-04   2.938172e-03  -4.649940e-03  -2.981858e-03  -4.992831e-03
#> 14   -4.714976e-03  -7.284680e-03  -6.718234e-03  -1.760850e-03   5.258367e-03
#> 15   -1.842554e-03   1.144751e-03  -1.046389e-03  -4.301470e-03  -4.481898e-03
#> 16    4.838514e-03   6.051137e-03   3.275256e-03  -7.815996e-03  -9.732546e-04
#> 17   -1.855186e-02   4.200179e-04   8.790254e-03  -1.302779e-03  -2.683594e-03
#> 18    4.749330e-03  -2.388531e-03  -8.694517e-03  -3.864762e-04   6.303147e-03
#> 19   -1.281960e-04   4.341671e-03  -3.302043e-04  -1.876709e-03  -2.227922e-03
#> 20   -2.110897e-03  -2.316423e-03  -2.846152e-03   5.231899e-03   1.257161e-03
#> 21   -1.186045e-03   4.085737e-03  -1.805674e-03   8.937710e-04  -1.521790e-03
#> 22   -5.627571e-03   2.347217e-03  -3.653068e-03  -9.260991e-03  -4.813566e-03
#> 23   -4.555381e-03  -2.085880e-03   4.858077e-04   1.598944e-02  -5.973164e-03
#> 24   -6.732549e-03   8.613599e-04  -6.641659e-03   1.040503e-03   2.981468e-03
#> 25    4.543283e-03   5.144526e-03   5.941893e-03  -1.244493e-03   1.236586e-02
#> 26    7.214569e-04   2.539478e-03   9.468049e-03   6.848313e-03   1.253913e-02
#> 27    1.160796e-02  -5.356284e-03   3.778728e-03  -4.679244e-03  -5.869370e-03
#> 28    2.850310e-03  -3.528778e-05   3.873052e-03  -3.652581e-03  -2.690300e-03
#> 29    2.332401e-03  -3.358569e-03  -4.827160e-04  -1.590181e-03  -6.357767e-03
#> 30    3.681709e-03   1.178372e-03   5.249954e-03  -9.220286e-04   3.509139e-03
#> 31    1.890619e-03  -3.784275e-03   4.948056e-04  -4.160730e-03   2.575475e-03
#> 32   -2.168907e-03  -1.270289e-02  -5.342578e-03   3.498192e-03  -5.695940e-03
#> 33   -9.579479e-04   6.004783e-03   9.770411e-04  -7.654127e-03   7.412145e-03
#> 34    1.048760e-03   7.212709e-03  -4.596522e-03  -9.830941e-03  -2.507450e-04
#> 35    1.362938e-03   4.851774e-03   3.342096e-03  -1.407861e-03  -3.623734e-03
#> 36   -1.352210e-03  -5.167811e-04  -3.288539e-03   1.571202e-03  -8.926920e-03
#> 37    1.649717e-04  -3.338822e-03   2.540133e-03   3.307047e-03   2.236553e-03
#> 38   -4.563037e-03   1.358482e-03   4.001182e-04  -5.077845e-03  -4.634476e-03
#> 39   -1.411904e-02  -3.848198e-04   9.401287e-03  -5.046584e-03  -5.973477e-03
#> 40   -1.116007e-02   5.327422e-03   4.108450e-04  -2.177194e-03   2.943789e-03
#> 41    1.165782e-02  -8.955510e-03  -4.264233e-04  -2.514639e-03   4.225554e-04
#> 42    7.304396e-03  -1.925024e-04   2.007244e-03  -9.186011e-03   8.246582e-04
#> 43   -3.776108e-03  -6.325725e-03  -1.809298e-03  -3.508611e-03  -2.469928e-03
#> 44   -1.089740e-02  -3.379323e-04  -2.045831e-03   3.713807e-03   3.317117e-03
#> 45   -7.051381e-03   5.148482e-05   9.231774e-03   6.966682e-03   1.392038e-02
#> 46   -6.085378e-03  -5.193236e-03   3.289636e-03   7.418779e-03   8.726738e-03
#> 47   -3.185075e-04  -9.744928e-04   1.081614e-03   3.798551e-03  -2.349420e-03
#> 48    3.743772e-03  -1.229838e-03   2.497967e-03  -3.399074e-03  -1.023551e-02
#> 49   -1.009104e-02   2.512632e-03   4.704476e-03  -3.170798e-03  -4.965856e-04
#> 50   -3.679667e-03  -9.653581e-04  -4.220473e-03  -1.592912e-03  -1.465130e-03
#> 51    3.032917e-03   1.992878e-04   1.038522e-03   1.305712e-02  -2.164096e-03
#> 52   -8.981687e-03   5.460157e-03  -7.413352e-03  -2.429567e-04   1.390555e-03
#> 53   -1.261660e-02  -1.149240e-03  -7.874244e-04   3.527049e-03  -1.941772e-03
#> 54   -6.272306e-04  -9.092481e-03   3.098129e-03  -7.198381e-03  -6.751406e-03
#> 55    1.527752e-03  -7.209950e-03  -4.374596e-03   5.255717e-04  -1.251342e-02
#> 56    9.154727e-04   1.152090e-03  -2.997508e-03   5.267721e-03   1.922396e-03
#> 57    1.251970e-02   4.604674e-03  -2.199578e-04   2.445992e-04   5.152337e-03
#> 58   -1.920116e-05   7.745030e-04   9.598486e-05   6.459346e-03   8.849101e-05
#> 59   -3.474827e-03   2.595188e-03  -3.833902e-03   4.101513e-03  -4.719142e-03
#> 60   -6.962967e-04  -1.255811e-03  -1.253150e-03   1.586876e-03   3.366115e-03
#> 61    7.330935e-03  -1.376601e-06  -3.880640e-03   3.484941e-03  -5.992680e-03
#> 62    2.467192e-03  -1.467721e-03  -5.890375e-03   3.895261e-03   4.715065e-03
#> 63   -3.922609e-03  -1.633761e-02  -3.840247e-03   4.159453e-03  -7.173307e-04
#> 64   -6.537216e-03   7.922923e-03  -1.132044e-02  -2.600076e-03   2.301547e-03
#> 65   -7.632430e-03   8.872368e-03   3.726998e-03  -6.484918e-04  -8.936880e-03
#> 66   -4.664979e-03  -8.371446e-04   1.270083e-04  -5.678646e-03  -2.248179e-03
#> 67   -2.091420e-03  -4.521865e-04  -5.379506e-03   8.658373e-03   5.524906e-03
#> 68   -1.110124e-02  -2.617743e-04   4.569856e-03  -1.132165e-03   5.235452e-03
#> 69    1.382461e-03   6.745842e-03  -8.657786e-03  -2.281251e-03   6.659622e-03
#> 70    2.036473e-03  -1.961819e-03  -1.233340e-02  -4.882884e-03   4.481510e-03
#> 71   -1.099463e-03   5.609963e-03  -4.362556e-03  -6.402023e-03   9.766806e-04
#> 72   -4.595579e-03   1.171410e-02  -6.714811e-03   4.083416e-03   4.860033e-03
#> 73    4.557662e-03  -1.580893e-03   9.514389e-03  -3.022543e-03   1.645104e-03
#> 74    6.385081e-04   4.154833e-03  -5.759038e-03  -7.998740e-03  -2.835653e-03
#> 75   -8.929622e-04   3.947116e-03  -6.626001e-03  -9.818337e-04   1.639017e-03
#> 76   -2.546363e-04   1.023092e-02  -7.708999e-03   2.613590e-03   2.306899e-03
#> 77   -3.343818e-03  -6.083631e-03  -3.436083e-03  -1.090793e-02   4.743434e-03
#> 78   -6.912970e-03  -1.109074e-02   1.468669e-03   9.640867e-03   6.672631e-03
#> 79   -4.383624e-03   7.118584e-03  -5.468677e-04   8.393981e-03  -3.433487e-03
#> 80   -1.037173e-02   2.844663e-03  -1.394791e-03  -1.098967e-02  -1.583309e-03
#> 81    2.753763e-03   7.312072e-03   1.269597e-02  -3.576773e-03   7.548201e-04
#> 82   -4.090779e-05  -9.199452e-03   4.286042e-03  -3.409920e-03  -8.984863e-03
#> 83   -3.561105e-03  -1.882312e-03   2.869756e-03  -4.211776e-03  -4.517354e-03
#> 84    4.482946e-03  -1.354543e-04   4.519002e-03   4.428734e-04  -5.181404e-04
#> 85   -1.075323e-03   2.648758e-03   3.681568e-03  -8.768310e-03  -5.781273e-03
#> 86    7.531263e-03  -4.533754e-03   1.782238e-03  -1.325804e-05   5.124902e-03
#> 87    1.323872e-02  -3.613836e-03  -1.990898e-02   1.756636e-03  -3.529275e-03
#> 88    1.692703e-03  -5.650031e-04  -2.143760e-04   1.728830e-03  -4.158964e-04
#> 89    4.881449e-03  -1.777827e-03  -1.135157e-03   4.644288e-03   7.476876e-04
#> 90    3.832850e-03   1.723752e-03  -8.843554e-03   2.888016e-03   5.910668e-03
#> 91    1.462799e-03   8.811949e-04  -1.276539e-03  -2.008886e-03  -1.555416e-03
#> 92   -9.071562e-03  -5.082843e-03   1.456872e-03   7.462509e-04  -6.607799e-03
#> 93   -3.139942e-03   1.539740e-03  -3.367499e-03  -2.595284e-03   4.664932e-03
#> 94    2.847941e-03   9.628777e-04   1.138390e-02   4.334380e-03   2.647881e-03
#> 95   -7.255320e-03  -2.982991e-03  -1.488812e-02  -6.306779e-03   2.499012e-05
#> 96    7.819584e-04  -4.108662e-03  -5.685084e-04  -4.592913e-03  -8.452575e-04
#> 97    3.433331e-03  -6.159328e-03  -1.222134e-03   6.435587e-03   4.353611e-03
#> 98    3.020606e-03   5.668951e-03  -6.468453e-03  -7.617227e-03  -2.939312e-03
#> 99    7.724480e-04  -3.296971e-03  -2.224020e-03   9.122210e-03  -2.929431e-03
#> 100  -5.159729e-04  -1.558775e-05  -3.062146e-03  -6.260811e-04  -3.188734e-03
#> 101  -3.452948e-03   4.368993e-03  -6.647841e-03   3.895237e-03   7.741118e-03
#> 102   2.250926e-03  -2.840423e-03   2.384344e-03   3.461110e-03   5.894890e-03
#> 103  -2.154491e-03  -1.811924e-03   5.614685e-03  -1.634504e-03  -1.740225e-03
#> 104  -2.799804e-03   2.326594e-03  -1.103040e-03   2.430459e-03  -1.971332e-03
#> 105   5.783111e-03  -1.300256e-02   1.305500e-03   4.519502e-03  -1.098292e-02
#> 106  -2.944564e-03   7.670406e-04  -5.333330e-03  -8.543585e-03   3.533390e-04
#> 107   1.031198e-02  -1.169057e-02  -5.270688e-03  -2.039580e-03  -5.637289e-03
#> 108   2.815742e-03  -4.639916e-03  -8.594976e-04  -3.922144e-03   5.754139e-03
#> 109   4.528555e-04   6.187225e-03  -9.159148e-04   1.642971e-03  -8.738893e-03
#> 110   3.109250e-03   1.096408e-03  -4.259710e-03   1.051270e-02  -7.579643e-03
#> 111  -3.362580e-03  -7.410530e-03   5.501779e-03  -9.103512e-03   4.276442e-03
#> 112   3.016347e-03   1.271947e-03   2.133909e-03  -2.313619e-03  -7.996446e-04
#> 113   4.891817e-03   9.575377e-03   2.130453e-03  -3.585484e-03  -6.004956e-03
#> 114  -1.340877e-03   7.287931e-03   1.011428e-03  -1.688338e-03   4.573123e-03
#> 115   2.638249e-03   4.150215e-03   1.924019e-03  -9.738015e-03   3.777516e-03
#> 116   6.616905e-03  -3.119494e-03  -2.037769e-03  -1.757233e-03  -2.966044e-03
#> 117  -9.974481e-03   2.479865e-03  -8.129650e-04   4.759481e-03   4.181289e-03
#> 118   4.940941e-03  -2.542674e-03  -2.811987e-04  -2.619688e-03   3.966280e-03
#> 119   4.267730e-03  -2.039071e-04   1.061692e-02   3.152117e-03  -4.094939e-03
#> 120  -9.966498e-03   6.928377e-04   1.866796e-03   1.560607e-03   5.942459e-03
#> 121  -9.071756e-03   1.037619e-02  -6.294096e-04   1.993964e-03   4.661630e-04
#> 122   3.759647e-03  -5.394277e-03  -1.173760e-03  -1.008908e-03  -1.029997e-03
#> 123   8.371270e-03   2.628857e-03  -4.639018e-03   1.420943e-03   1.282665e-02
#> 124   3.728734e-03   1.073416e-03  -2.916107e-03  -4.168512e-03  -4.788875e-03
#> 125   4.407807e-03  -1.081256e-04   6.282350e-03   9.804369e-03  -2.872497e-03
#> 126  -2.393611e-03  -7.437893e-04  -6.374117e-05  -9.100652e-03   8.047471e-03
#> 127   6.623983e-03   2.790401e-03  -6.648021e-04  -9.377975e-04  -8.536456e-03
#> 128  -1.052569e-02   7.266701e-03  -1.319075e-03  -2.996504e-03  -2.661022e-04
#> 129   1.208778e-03   5.640990e-03   2.238433e-03  -1.313209e-03   3.157990e-03
#> 130   9.401636e-04   1.333186e-04   4.334880e-03   1.543759e-03   5.818940e-03
#> 131   5.892677e-04  -7.667868e-04  -3.099283e-03  -6.809545e-03   3.616768e-03
#> 132  -1.287632e-04   2.925399e-03   2.543339e-04   5.634282e-03   2.180752e-03
#> 133   2.372266e-03   1.135879e-02  -2.018728e-03  -2.745742e-05  -2.821061e-03
#> 134  -7.802936e-04   2.590933e-03  -1.187694e-03  -4.326055e-03  -2.297172e-03
#> 135  -4.644322e-04  -2.055134e-03   2.004683e-03   1.894439e-03   5.577197e-03
#> 136  -2.097098e-03  -4.274606e-03  -7.043735e-03   1.635972e-03   6.147600e-03
#> 137  -4.388640e-03  -1.130679e-02   7.960227e-03   6.886319e-04  -3.739866e-03
#> 138   3.007033e-03  -1.894612e-03  -4.728104e-04   3.493679e-03   5.038421e-03
#> 139   1.210379e-02   1.135118e-02  -3.296245e-03   7.767434e-03   9.312253e-03
#> 140   1.557700e-02  -7.108352e-03   3.524916e-03  -3.221447e-03  -4.600803e-03
#> 141   2.639486e-03  -3.895592e-03  -2.159953e-03  -2.585172e-03  -4.774897e-04
#> 142   1.444442e-02   5.177998e-03   1.724445e-02  -1.214371e-03   4.860885e-03
#> 143   1.624609e-02   3.796463e-03  -5.362725e-03  -1.550203e-03   5.597471e-03
#> 144  -7.213438e-03   1.720485e-03  -8.141183e-03   2.168491e-03  -1.789955e-03
#> 145   5.066188e-03   7.440337e-04   9.775528e-04   3.132057e-03  -6.293637e-04
#> 146   1.203656e-03  -3.992195e-03  -2.725165e-03   2.598171e-03   4.075319e-03
#> 147  -4.032750e-03   3.099910e-03   3.338845e-06   3.987431e-03   1.046029e-03
#> 148  -5.438446e-03  -6.167666e-04   7.381513e-03   8.777002e-03   1.239208e-02
#> 149   3.726179e-04  -9.797941e-03   1.956837e-03  -1.128081e-03  -8.358954e-03
#> 150  -9.969334e-03   2.137340e-03   1.209390e-02  -7.858266e-03  -7.818318e-03
#> 151  -5.035209e-03   3.855169e-03   8.693641e-03   5.346588e-03   1.046733e-02
#> 152   7.195883e-04  -5.128125e-03   2.771972e-03  -4.307577e-03   4.006133e-03
#> 153   3.547593e-03  -2.072221e-03   2.488630e-03   7.256410e-03  -6.559795e-03
#> 154   2.880376e-03   1.252349e-04   8.348561e-03   1.800519e-03  -1.260703e-03
#> 155  -8.209799e-04  -3.633384e-03  -1.019132e-02  -5.682588e-03   1.877340e-03
#> 156  -4.050233e-03  -4.019454e-03  -5.117292e-03   2.697263e-03   1.182432e-03
#> 157   3.093007e-03   3.506064e-03  -5.007765e-03   1.516329e-02  -9.462051e-04
#> 158   7.814454e-03   9.662533e-04   1.392677e-03  -5.213966e-03  -4.137701e-03
#> 159   3.509070e-03  -3.933050e-03   2.427890e-03   1.998794e-03   1.127476e-02
#> 160   3.318328e-03   3.374597e-03   3.963467e-03   1.425640e-03   1.035394e-03
#> 161   1.903203e-03   1.089755e-03   5.576634e-03  -4.224076e-04  -1.049188e-04
#> 162  -3.953116e-03   1.244165e-03  -9.686317e-04   4.324920e-03  -6.152230e-04
#> 163  -3.492228e-03  -3.290701e-03  -4.070164e-03   2.385320e-03  -1.164560e-03
#> 164   1.687219e-02   2.645626e-03   4.414251e-03  -2.690339e-03  -2.005402e-03
#> 165   2.538425e-04   4.485242e-03   8.848562e-03   1.894439e-03  -4.650778e-03
#> 166   5.913010e-04  -2.478716e-03   1.607500e-04  -8.624892e-04  -9.952007e-03
#> 167   1.299870e-02  -1.949988e-03  -5.020141e-04  -2.021627e-03   3.210362e-03
#> 168  -1.290163e-03  -3.133793e-03   3.102764e-03   5.355014e-03   6.601761e-03
#> 169  -1.693848e-03   3.758328e-03   2.596345e-03  -1.787841e-03   2.522788e-04
#> 170  -6.376226e-04  -1.064578e-02   3.766572e-03   2.256640e-03   5.345163e-03
#> 171   2.218760e-04  -8.762194e-03   6.230948e-03  -7.157605e-03   3.886298e-03
#> 172  -5.792442e-03  -1.543998e-02   8.736997e-03   1.007726e-03  -7.056793e-03
#> 173  -6.023096e-03   4.027854e-03   4.230149e-03  -4.382738e-04   2.678804e-04
#> 174  -4.244523e-04   1.710178e-03  -1.782624e-04   3.598609e-03  -6.731306e-04
#> 175  -7.694086e-03  -8.740543e-03   8.931606e-03   3.548247e-03   6.163676e-03
#> 176  -2.390518e-03   7.530379e-03  -7.556809e-03  -5.874620e-04  -2.230175e-03
#> 177  -2.361028e-03  -1.741374e-03   3.808349e-03  -1.087808e-03  -5.639194e-03
#> 178  -5.384950e-04  -2.893067e-03  -4.548743e-03   5.547030e-03   3.515266e-03
#> 179  -3.281537e-04  -8.949713e-03  -6.620542e-03   1.021072e-02   4.302741e-03
#> 180   7.171516e-03  -2.932116e-03  -4.201382e-03   6.276885e-03   9.635863e-03
#> 181   1.519984e-03  -4.548562e-04  -1.262974e-03  -1.130090e-02  -3.013696e-04
#> 182  -5.369135e-05   4.803439e-03   2.036684e-03  -2.813768e-03   5.780069e-03
#> 183  -2.151293e-03   1.995376e-02  -1.370007e-02   1.871195e-03   1.490264e-03
#> 184   2.948863e-03  -1.478334e-03   1.065003e-02   9.033040e-03  -2.595225e-03
#> 185  -4.141221e-03  -2.618276e-03   1.066042e-03  -9.014271e-03   7.011649e-03
#> 186   3.097014e-04  -1.154123e-03   3.647001e-03  -9.085427e-03   5.444579e-03
#> 187   7.345996e-03   1.250740e-03  -1.721824e-03   8.976011e-05  -4.540394e-03
#> 188   3.929026e-03  -5.308593e-03   3.459756e-03   1.547258e-03   9.687830e-03
#> 189   1.063554e-03   4.048937e-03  -7.810845e-04   3.262154e-03  -1.947291e-03
#> 190   9.641345e-03  -4.215365e-03   1.471650e-03  -1.113541e-03  -7.970687e-03
#> 191   1.030999e-03  -1.210373e-03   4.425595e-03  -1.154248e-02  -9.793985e-04
#> 192  -3.054758e-03  -8.864387e-04  -7.038648e-03   6.337735e-03  -8.067083e-03
#> 193  -1.481545e-03  -2.589103e-03  -4.220151e-03  -5.551886e-03   4.828090e-03
#> 194   5.850317e-04   2.627652e-03  -6.322951e-03  -8.488930e-04   3.951261e-03
#> 195   8.414709e-05   4.148694e-03   2.771556e-03  -5.726341e-03  -3.082390e-03
#> 196   3.560143e-03  -9.907421e-03   6.311164e-04   5.070577e-03   6.346549e-03
#> 197   1.419872e-03   3.720042e-03   3.015338e-03   9.216047e-04  -3.788334e-03
#> 198  -1.782005e-03  -1.541049e-03   1.338028e-03   2.336569e-03   1.948241e-03
#> 199  -3.573232e-03  -5.725650e-03   5.816780e-03   5.011511e-03  -4.053788e-03
#> 200   5.377668e-03   1.336761e-03  -8.210401e-03   1.001398e-03  -1.922466e-03
#> 201   5.732454e-03   1.873890e-02   5.323012e-03   1.440148e-02  -1.521624e-02
#> 202  -2.736379e-03  -8.203388e-04  -5.273906e-04  -2.112909e-03   2.159831e-03
#> 203   4.051314e-03   1.357120e-03  -3.474980e-03  -3.506371e-03  -7.257492e-03
#> 204  -2.910853e-03  -2.918680e-03  -7.545217e-03  -8.276038e-03   1.018183e-03
#> 205  -1.464448e-03  -3.794311e-04   1.465742e-03  -6.200872e-03   3.701570e-03
#> 206  -1.766368e-03   4.749182e-03   6.913238e-03  -2.965022e-03  -4.541357e-03
#> 207   2.902680e-03   8.559892e-03   1.171086e-02   3.862891e-03   1.088583e-04
#> 208   2.152330e-03   4.435564e-03   6.320170e-03   1.753343e-03  -5.513578e-03
#> 209   1.798999e-04  -9.500115e-04  -2.567731e-03  -8.002291e-03   3.894633e-03
#> 210  -7.389019e-04  -2.479426e-03  -7.905114e-03  -1.122952e-02  -7.654826e-04
#> 211   2.509884e-03  -3.310394e-03  -7.864492e-03   5.180424e-03   2.656645e-05
#> 212  -1.478113e-03  -4.083827e-03   3.299559e-03   9.509782e-03   2.937048e-03
#> 213   1.748812e-03  -3.505026e-03  -5.927767e-04  -7.971962e-03   3.117395e-03
#> 214  -9.592563e-03   6.951432e-04  -1.109756e-02   1.336396e-03  -1.440621e-02
#> 215  -2.580864e-03   2.343303e-03  -7.992809e-03   1.787398e-02  -9.888400e-03
#> 216  -1.118506e-03  -1.377045e-03   7.993087e-03  -2.334009e-03  -5.694952e-03
#> 217  -4.267280e-03  -6.572647e-03  -2.436348e-03   1.233927e-04  -8.576971e-03
#> 218  -5.017867e-04   1.109702e-02   5.479826e-03   5.238440e-03  -1.363282e-02
#> 219   6.243564e-06  -1.490362e-03  -6.063431e-04   4.454153e-04   2.232228e-03
#> 220   3.757172e-03  -2.191123e-03   1.993674e-03  -9.363744e-04  -3.289053e-03
#> 221   1.550557e-03   8.744057e-03  -4.124370e-03   3.449323e-03   9.342780e-03
#> 222   8.275967e-04  -2.060280e-03   5.229698e-03   4.573192e-03  -9.203485e-04
#> 223  -6.577519e-04   1.549431e-02   5.601069e-03  -7.941875e-03   4.238276e-03
#> 224   1.231384e-02   2.227479e-03  -5.160135e-03  -2.277627e-03  -1.396261e-03
#> 225   2.634242e-03   5.105504e-03  -4.427765e-03  -2.668426e-03  -2.257092e-03
#> 226  -2.621641e-03  -3.540338e-03   7.765503e-04   4.550444e-03   3.041714e-03
#> 227   1.320908e-03  -2.649976e-03   3.280452e-03   3.170401e-04   2.881812e-03
#>     pca_factor_126 pca_factor_127 pca_factor_128 pca_factor_129 pca_factor_130
#> 1    -7.028405e-03  -6.286590e-03   1.617459e-02   1.263223e-03   8.809369e-03
#> 2     2.801875e-03  -3.755646e-03   6.118608e-03  -3.334710e-04  -1.428667e-03
#> 3    -4.328339e-04  -3.471960e-03   1.955072e-03   1.062547e-03  -2.427888e-03
#> 4     8.219821e-04  -6.542377e-03   5.427534e-03  -3.408501e-03  -6.111476e-03
#> 5     2.392893e-03   2.447952e-03   2.222958e-03   8.526361e-03  -1.339866e-03
#> 6    -1.433337e-03  -3.451971e-03  -4.414827e-03  -3.153497e-03   4.049347e-03
#> 7     1.188716e-03  -1.990126e-03  -3.383435e-03   4.560660e-03   1.755372e-03
#> 8    -4.120702e-03   6.993428e-03   7.378107e-03   5.924313e-03   2.366714e-04
#> 9    -8.398701e-04  -4.221526e-04   3.493862e-04   2.791469e-03   2.986341e-03
#> 10    1.035481e-03  -3.512566e-03  -5.431573e-03  -2.881346e-03   2.419047e-03
#> 11    1.898716e-03   2.905400e-03   1.521691e-03  -3.995328e-03   4.528293e-03
#> 12   -9.734227e-04  -3.602299e-03  -4.580197e-03  -2.470217e-03  -4.087535e-03
#> 13   -5.654304e-03   8.563869e-04   3.663211e-03   6.087841e-03  -4.345099e-03
#> 14   -3.783468e-03   9.454195e-03   2.725803e-03   3.082427e-03  -4.854427e-03
#> 15   -1.236137e-03  -1.676397e-03   2.298869e-03  -3.528799e-03   1.392254e-03
#> 16   -7.460010e-03   4.740225e-03   1.035857e-02  -3.919325e-03  -3.740497e-03
#> 17   -8.695413e-03   7.419646e-03  -8.086451e-03  -5.244543e-03   3.005142e-03
#> 18    2.547478e-03  -7.425913e-03   8.289509e-03   3.536912e-03  -5.676152e-03
#> 19    1.014908e-03  -2.540292e-03  -6.109687e-03   3.677054e-03  -3.487358e-03
#> 20    3.401765e-03  -1.208762e-03   3.829747e-03  -6.748292e-03   6.134574e-04
#> 21    5.578407e-03  -2.482361e-04   1.877262e-03  -1.673641e-03   1.381041e-02
#> 22   -1.218636e-02   7.268704e-03   3.790062e-03   8.236581e-04  -2.224731e-03
#> 23   -1.007148e-03   9.118971e-04   1.619960e-02   1.463455e-03  -1.229561e-02
#> 24   -1.312899e-03   3.062047e-03   2.528825e-03  -2.396300e-03  -6.067791e-03
#> 25   -1.255600e-02   4.773921e-03   1.442398e-03  -2.098822e-03   3.165361e-03
#> 26    1.084678e-02  -5.020663e-03  -6.410212e-03   1.600687e-03   3.960281e-03
#> 27   -4.267296e-03   1.671224e-03  -1.578174e-03  -1.498969e-03   1.210399e-03
#> 28    1.032670e-02   7.516246e-03   3.679034e-03   1.718293e-03  -1.379479e-03
#> 29    3.146339e-03  -8.984251e-04   8.298701e-05   6.894952e-04   1.508268e-03
#> 30   -1.528899e-03   6.938120e-03   1.882770e-03  -4.430859e-03   9.042842e-03
#> 31    1.473218e-03  -8.424331e-04  -1.501028e-03   3.280524e-03   4.801454e-03
#> 32   -1.303654e-02   5.185021e-03  -6.641833e-03   5.989131e-03  -8.696492e-04
#> 33   -7.168871e-04  -7.092187e-03   2.013591e-03  -2.737923e-03  -3.094296e-03
#> 34    8.136959e-05  -6.012876e-03   8.380672e-03   1.002131e-03  -7.176174e-03
#> 35   -2.867278e-03   2.694573e-04  -6.196043e-03  -1.151106e-04  -4.877572e-03
#> 36   -2.272347e-03   2.039765e-03   2.953630e-04  -1.085185e-03  -7.537579e-04
#> 37   -3.193910e-03   6.773155e-03   1.919655e-03  -4.676326e-03   1.371348e-03
#> 38    1.778439e-03  -4.620902e-03  -6.349428e-03   2.560168e-03  -1.656134e-04
#> 39   -1.748074e-03   5.457704e-03  -4.644812e-03   3.680632e-04   7.196040e-03
#> 40    1.814846e-03   4.098433e-03  -4.226606e-03  -7.857768e-03  -1.551012e-03
#> 41   -6.706320e-03  -5.312751e-03  -4.683077e-03  -6.757377e-03   2.197553e-03
#> 42   -6.546145e-03   1.264283e-04  -6.944511e-03  -6.086220e-03  -2.443811e-03
#> 43   -6.042301e-03  -5.742441e-03   2.505197e-03  -7.591944e-03  -2.497331e-03
#> 44    4.251667e-03  -1.446245e-03   9.259251e-05   2.594817e-03   5.868605e-03
#> 45    5.491036e-03  -2.976526e-03   2.060066e-03  -1.165354e-03   2.600490e-03
#> 46    3.714147e-03  -1.135897e-02   1.616614e-04  -9.305219e-04  -1.535109e-03
#> 47   -1.016964e-03  -1.889999e-03  -1.352304e-03  -1.732298e-03   4.945149e-03
#> 48    1.218109e-02   5.300505e-03   6.740550e-03  -4.103696e-03  -3.077218e-03
#> 49    6.055211e-03  -3.402626e-03  -2.533139e-03  -1.503857e-03  -1.637144e-03
#> 50    4.753970e-03  -7.465543e-03   4.847699e-03  -7.802959e-03  -3.771325e-03
#> 51   -8.045836e-04  -1.235750e-02  -1.017626e-03  -1.736760e-03   2.196092e-03
#> 52    5.250463e-04  -1.095817e-03   6.121778e-03   5.601790e-03   4.466987e-03
#> 53    1.161536e-03   1.019057e-03   4.416009e-03  -1.228423e-03  -2.415495e-03
#> 54    8.295771e-03   2.370543e-04  -8.787270e-03   3.228780e-04  -1.745290e-03
#> 55    9.982538e-03  -2.927086e-03   2.926079e-03   3.645710e-03  -4.550230e-03
#> 56   -2.204246e-03  -2.058623e-03   5.627340e-04   1.096059e-03   5.770327e-03
#> 57   -2.703045e-03  -9.228066e-04  -1.786542e-03  -1.506807e-03   4.950910e-03
#> 58    9.477844e-04   6.951367e-03  -9.980060e-04   1.093395e-02  -7.614761e-03
#> 59    2.922571e-03  -1.253144e-02  -2.875995e-04  -8.634201e-06  -5.615027e-03
#> 60   -2.251364e-03  -2.296966e-03  -3.391275e-03   2.405883e-03  -1.224529e-03
#> 61    4.607614e-03   2.790628e-03   4.066824e-03   7.944979e-03  -2.870844e-03
#> 62   -7.633170e-03   5.895409e-03  -1.188990e-03   7.539970e-03   2.716037e-03
#> 63    1.264106e-02   9.757638e-03  -3.058679e-03   1.025102e-02   3.857150e-03
#> 64   -2.250594e-03  -2.343559e-03  -6.429481e-03   2.932828e-03   6.598355e-03
#> 65   -5.906716e-03   8.230588e-03   7.348117e-04   4.250524e-03   1.984995e-03
#> 66    1.602313e-03   2.295548e-03  -2.325790e-03  -4.298877e-03   8.589457e-04
#> 67    4.582417e-04   2.403100e-03  -2.622053e-03  -3.660397e-03   5.306120e-04
#> 68   -4.806649e-03   9.920475e-04  -3.241630e-03  -1.101195e-03   2.336253e-03
#> 69   -1.919483e-03  -4.945208e-03  -3.050178e-03  -9.348431e-03  -2.912692e-03
#> 70   -2.403187e-03  -5.034071e-03  -8.268460e-03  -6.901533e-03  -2.760191e-03
#> 71    3.709554e-03   7.580603e-03  -2.583621e-03   5.279403e-03  -3.032725e-03
#> 72   -3.650873e-03   1.942442e-03   4.916361e-04   1.058915e-03  -4.347747e-04
#> 73   -2.963512e-03  -7.626409e-04  -5.836298e-03   1.145043e-03  -9.427965e-04
#> 74    4.721968e-03   6.690095e-03  -6.370966e-03  -1.927747e-03  -2.514410e-04
#> 75    4.054674e-03  -3.510460e-04   4.047615e-03  -8.591275e-04  -3.974750e-03
#> 76    4.796567e-04   8.967135e-04  -5.309749e-04   2.740304e-03  -4.199546e-03
#> 77    4.200050e-03   7.657588e-03   2.494395e-03  -3.659849e-03   3.600602e-03
#> 78   -3.321695e-03   1.349115e-02   3.764774e-03  -4.978543e-03   3.404792e-04
#> 79   -8.515667e-03   4.631830e-03   3.278614e-03   5.759235e-03  -4.531445e-03
#> 80    8.657927e-04   5.683876e-04  -5.333628e-03  -6.901026e-04  -5.734562e-03
#> 81   -4.476752e-03  -5.174922e-03  -4.601981e-03   1.675070e-02  -7.368339e-03
#> 82    2.786844e-03  -1.948961e-03   1.462398e-03   8.763766e-04  -2.535178e-03
#> 83    1.050204e-03  -8.828128e-03  -8.325475e-03   5.176315e-03   5.686618e-03
#> 84   -3.993112e-04   1.345716e-03   2.008031e-03   4.967796e-03   5.000699e-04
#> 85   -3.179198e-03   2.017623e-03  -3.320341e-03  -3.577844e-03   9.770833e-04
#> 86    1.166953e-03   7.676490e-04  -1.193437e-03  -5.653392e-03   5.078802e-03
#> 87   -2.808823e-03   2.655452e-03   8.505787e-03   7.492536e-04  -9.769743e-04
#> 88    1.184587e-03   3.024428e-03  -1.125091e-02   5.145772e-03   1.001106e-03
#> 89   -1.228535e-03  -1.759993e-03   3.293241e-04  -5.107428e-04   3.284069e-04
#> 90   -1.138681e-03  -2.078832e-03  -1.384561e-03   5.529074e-04   1.587342e-03
#> 91   -4.510280e-03   2.207037e-04  -1.190007e-03   6.245766e-04   4.957620e-04
#> 92   -6.950876e-03   2.378161e-03   6.105677e-03  -6.582235e-04   2.716355e-03
#> 93    1.290084e-04  -4.730267e-03  -1.852864e-03  -4.692386e-03  -5.627070e-03
#> 94    7.438954e-03  -3.640274e-03   2.851294e-03   3.049252e-04   4.570546e-03
#> 95    3.952201e-03   8.214429e-03   9.521019e-03  -1.585715e-02   1.595485e-02
#> 96    7.705389e-03   4.815849e-04   2.034291e-03   2.970081e-03   1.208579e-03
#> 97   -7.013323e-03  -4.255130e-03  -3.121311e-03   3.225802e-03   2.171149e-03
#> 98    4.627441e-04  -5.240148e-03   1.705722e-03   4.338249e-03   6.151556e-03
#> 99   -5.186413e-03  -2.919146e-03   9.917380e-03  -2.848138e-03   4.661011e-03
#> 100   3.043260e-03   1.489357e-03   1.891422e-03   9.438404e-04   4.950967e-03
#> 101  -2.818417e-04  -4.017188e-03  -4.782882e-03   1.680238e-03   9.166767e-04
#> 102  -2.989010e-03   7.451893e-03  -2.557169e-03  -1.053879e-02  -1.057675e-02
#> 103  -1.209930e-03   6.970887e-04   5.152402e-03   2.135664e-03   2.838785e-03
#> 104   5.106603e-04  -2.556029e-03  -1.096492e-03  -1.250315e-02  -1.534616e-03
#> 105   9.114919e-03  -6.036168e-03   5.978307e-03  -3.827201e-03  -1.822637e-03
#> 106   5.195755e-03   3.848041e-03  -1.353440e-03  -4.836542e-03   1.726016e-03
#> 107  -1.406508e-02   5.581770e-03  -3.693737e-03   3.514839e-03  -2.346386e-03
#> 108  -2.644292e-03  -1.314281e-04   4.855322e-03   1.582911e-03  -2.230008e-03
#> 109   2.311251e-04  -2.713689e-03   9.658329e-03  -1.400458e-03   3.093337e-03
#> 110  -4.408392e-03  -2.697225e-03   6.451330e-03  -8.602896e-03   3.809943e-03
#> 111  -1.729348e-04  -4.420290e-03   8.208664e-03   6.650122e-03  -3.439195e-03
#> 112  -2.046146e-04   2.668867e-03  -4.802230e-03  -2.432476e-03  -1.731099e-03
#> 113   4.613162e-03  -1.583247e-02  -2.077645e-03  -1.400069e-02   5.161068e-03
#> 114   8.937509e-04  -1.052664e-02   5.110539e-03  -3.179899e-03  -5.978335e-03
#> 115   9.185126e-03  -3.382048e-03  -9.517034e-03   4.808476e-03  -2.062720e-03
#> 116   7.413339e-03  -4.763787e-03  -2.621574e-03  -1.237073e-03  -2.843251e-03
#> 117   7.406635e-03  -5.915785e-03  -6.384287e-03   3.841470e-03   8.401180e-03
#> 118  -4.877481e-04   3.795996e-03  -2.785267e-03   7.176592e-03  -3.263326e-03
#> 119  -3.802149e-03  -3.413041e-03  -5.163918e-03  -3.055084e-03   9.147087e-03
#> 120  -1.046613e-02  -2.936949e-03  -1.473893e-04   3.617128e-03  -2.488630e-03
#> 121   4.207268e-03   8.884488e-03   7.922698e-04   9.778291e-03   2.955126e-03
#> 122   3.295250e-03   1.041438e-02  -2.836821e-03   5.840541e-03   1.644042e-03
#> 123  -8.383869e-04   3.813125e-03  -3.931185e-03  -7.656552e-03   7.037568e-03
#> 124  -5.015964e-03   4.659988e-04   7.866759e-04   2.227320e-03   2.590197e-03
#> 125  -3.254626e-03  -9.338840e-03  -1.846136e-03  -4.509530e-04  -9.145339e-04
#> 126  -5.017158e-03  -8.531361e-03   3.778054e-03   4.660906e-03   3.948144e-03
#> 127  -9.943406e-05  -1.366820e-02  -7.353037e-03  -1.206149e-03   1.720963e-03
#> 128  -5.765280e-03   1.613377e-03   7.556862e-03  -9.735083e-04  -8.589328e-03
#> 129  -3.017623e-04  -4.629543e-04   4.710845e-03  -3.708085e-03  -6.506647e-04
#> 130   8.444761e-04   2.111468e-03   1.352366e-03  -6.846831e-04  -7.280857e-03
#> 131   5.283654e-03   1.300926e-03   2.104461e-03  -6.590210e-03   8.267606e-03
#> 132   6.534569e-03   7.919032e-03  -1.765733e-03   5.389650e-03   3.688334e-03
#> 133  -2.186459e-03   1.427456e-03   1.994329e-03   5.109969e-03  -3.227150e-03
#> 134   2.427190e-03   2.127768e-03   8.072939e-04  -8.555618e-04   4.085774e-03
#> 135   1.028791e-02  -2.263488e-03   6.507810e-04  -1.287507e-03  -6.937701e-04
#> 136  -4.195565e-03  -9.258767e-03  -7.801638e-03   8.345266e-03   9.407535e-04
#> 137  -5.140473e-03  -5.459987e-03   4.834796e-03   5.178642e-03  -3.819987e-03
#> 138   4.388043e-03  -9.566650e-03  -5.972568e-03  -1.249245e-03   3.127082e-03
#> 139  -5.861152e-03   5.442617e-04  -1.957208e-03  -1.012011e-03   9.094599e-03
#> 140  -9.066710e-04  -4.025256e-03   2.642706e-03  -1.381754e-03  -2.157946e-03
#> 141   2.778020e-03   2.895744e-03  -4.516729e-03   6.780827e-04  -4.296491e-03
#> 142  -4.627695e-03   1.034609e-02  -5.342648e-04  -1.865966e-03  -4.744124e-03
#> 143  -4.899075e-03  -5.852419e-04  -2.954554e-03  -5.429263e-03  -8.796874e-04
#> 144   1.051142e-02  -1.029619e-03   2.078027e-03   2.643859e-03  -2.686941e-03
#> 145   1.746576e-03   3.148767e-03   1.463611e-03  -7.665586e-03   1.028820e-02
#> 146  -3.183907e-03  -9.485111e-04  -1.891967e-03   1.841440e-03  -2.612769e-03
#> 147   1.036165e-02   1.487277e-03   9.501299e-04   8.968456e-04  -2.462205e-03
#> 148   2.118652e-03   1.073188e-03  -3.544898e-03  -1.931296e-03  -1.922654e-03
#> 149  -5.034299e-03   1.418979e-03  -5.560773e-03   1.167948e-03   3.597014e-03
#> 150  -8.094852e-04   5.236192e-04  -8.681240e-03  -1.066862e-03   7.033317e-03
#> 151  -3.957867e-03   2.672151e-03  -3.235349e-03  -5.050820e-04   4.145747e-03
#> 152   8.991115e-03  -2.815860e-04   8.250238e-04  -3.553504e-03  -9.916251e-03
#> 153   6.095454e-03   6.335377e-03  -3.623240e-03  -6.401462e-03   3.445803e-03
#> 154  -1.942886e-03   1.326433e-03   6.697883e-03  -3.713779e-03  -1.754497e-03
#> 155   7.901101e-03   2.383472e-03  -6.300503e-03   5.040729e-03  -1.024026e-03
#> 156  -2.948652e-04  -6.333062e-03  -8.808853e-03   7.124926e-04   3.254501e-03
#> 157  -1.379877e-03   6.666233e-03  -2.280561e-03  -1.612780e-03  -2.115925e-03
#> 158  -5.910100e-03   2.054636e-03  -2.182832e-03  -4.309481e-03  -5.794944e-03
#> 159   1.472598e-03  -3.193081e-04  -1.361626e-03   1.420589e-02  -7.277196e-03
#> 160  -1.782699e-03   1.629187e-04   5.291458e-04   6.021872e-03  -2.523746e-03
#> 161   2.822473e-03   5.809856e-03  -1.155174e-03  -2.167157e-03   3.045503e-04
#> 162  -4.804392e-04   2.788959e-03   8.448138e-03  -4.776913e-03   1.227251e-03
#> 163  -1.096178e-03   2.199603e-03  -2.310861e-04  -3.938740e-03  -7.745119e-03
#> 164   6.340679e-03   3.618461e-03   4.039350e-03   4.916642e-03  -2.401795e-03
#> 165   1.624430e-03  -4.394796e-03  -1.192271e-04   1.094348e-03  -3.063257e-03
#> 166  -3.136546e-03   3.333847e-03  -9.637426e-03   2.298651e-04   5.550949e-03
#> 167   2.743854e-03   6.835035e-03   4.014260e-03   2.354046e-03  -6.465045e-04
#> 168  -5.105117e-03   1.039998e-02  -1.978991e-03  -3.445801e-03  -8.676020e-03
#> 169  -1.112249e-02  -2.108744e-03   2.344376e-03  -6.200458e-04   1.507848e-03
#> 170  -1.016857e-03  -6.376908e-03   1.506507e-04  -4.405754e-03  -1.414430e-03
#> 171  -4.055493e-03  -7.580983e-03   1.996506e-03   5.949997e-03  -4.961376e-03
#> 172  -2.442078e-04  -1.649148e-03   1.006059e-03   4.969406e-03   4.250987e-04
#> 173   6.080810e-04   5.239686e-03   3.390635e-03  -1.421392e-03  -1.980175e-03
#> 174  -2.584148e-04  -8.500378e-03   3.119776e-03   6.726475e-03   1.519385e-03
#> 175   6.266525e-03  -6.417583e-03   5.492139e-04  -1.200057e-02  -1.262357e-02
#> 176   2.365588e-03   6.263433e-03   1.060026e-03   9.366741e-03   7.421864e-03
#> 177  -8.628147e-03   3.261665e-03  -4.753051e-03   3.295809e-03   5.577733e-03
#> 178  -8.412050e-04   1.009523e-02  -1.270656e-03  -2.524880e-03  -2.329710e-03
#> 179  -2.698182e-03  -8.518060e-04  -3.449331e-03   3.437098e-03  -1.584659e-03
#> 180   2.811284e-03  -7.602529e-05   2.099789e-03  -3.116785e-03  -4.177004e-03
#> 181  -4.444716e-04  -8.104377e-03   3.465176e-03   3.499897e-03   3.891085e-03
#> 182   3.501734e-05  -2.889035e-03   3.613268e-03   1.441668e-03  -4.675238e-03
#> 183  -2.718544e-03   4.387795e-03   1.815515e-03   3.538376e-04  -3.395040e-03
#> 184  -2.573620e-03  -4.468163e-04   5.622992e-03   6.507445e-03   1.180158e-02
#> 185  -3.106347e-03  -4.998749e-04   9.494028e-03  -1.251401e-03   1.462578e-02
#> 186  -5.569443e-03  -2.469902e-03  -2.485842e-03  -1.345100e-03   1.708610e-03
#> 187   7.405101e-03   1.782526e-03   1.998930e-03   1.171941e-03   3.124404e-03
#> 188   4.435762e-03   9.175175e-03   1.368832e-02  -1.901791e-03  -3.262383e-03
#> 189   3.470372e-05   3.222720e-03  -2.811663e-03  -2.887743e-04  -7.962100e-03
#> 190  -2.120276e-03   1.311661e-04  -1.223682e-03   8.345080e-04   2.765827e-03
#> 191   2.672933e-04   1.054211e-02  -6.463359e-03  -6.134621e-03  -6.882344e-03
#> 192  -1.686334e-02  -5.250986e-03  -8.850872e-04  -3.861091e-03   1.680313e-04
#> 193  -2.404953e-03  -3.125533e-03  -9.557507e-05   9.047505e-04   9.529260e-05
#> 194  -1.971978e-02  -1.134475e-02  -2.470475e-03   2.320380e-03  -1.807175e-03
#> 195   1.449461e-03   1.891349e-03  -2.914849e-03  -4.635334e-03  -8.862909e-04
#> 196   6.395188e-03  -2.478547e-03   2.521498e-03  -4.495894e-03   2.013553e-05
#> 197   2.165555e-03   3.214649e-03   7.593375e-03   7.505087e-03   5.310960e-04
#> 198  -4.550281e-03  -2.372882e-03  -2.687668e-03  -3.384049e-03  -9.618383e-03
#> 199  -2.645719e-03   2.674633e-03  -1.598452e-03   3.390257e-03   8.899430e-03
#> 200   4.143709e-03  -4.643109e-03  -1.307198e-03  -9.284353e-04  -2.004185e-03
#> 201   3.361157e-03  -9.155516e-04  -1.720232e-02  -1.764311e-03  -8.009847e-04
#> 202   2.445793e-03  -7.300066e-05   2.579315e-03  -3.743460e-03   1.553102e-03
#> 203  -3.135914e-03  -2.105497e-04   8.848376e-04   3.630569e-03   3.075423e-03
#> 204   6.782171e-04   7.242681e-04  -3.073213e-03   7.474592e-03   1.406179e-03
#> 205  -7.272486e-04   6.542175e-03  -5.005792e-03  -6.859506e-03   1.419160e-02
#> 206   2.657150e-03  -3.955664e-03   1.865516e-02   8.570465e-03   8.920670e-03
#> 207   1.301987e-02   8.001727e-03   3.529767e-03  -9.835492e-03   4.549581e-03
#> 208  -3.240363e-04   5.125518e-04  -4.804807e-03  -6.248387e-03  -1.201949e-02
#> 209   2.794965e-03   1.218535e-03  -5.648430e-03   1.593533e-03   1.260784e-03
#> 210   1.100214e-02   2.357642e-03  -1.357486e-03   2.536048e-03  -7.257562e-03
#> 211   7.686969e-03   4.735908e-03   7.403114e-03   2.656998e-03  -1.845802e-03
#> 212   3.707482e-03  -1.746774e-03  -6.940910e-03   7.641195e-03   6.088326e-03
#> 213   1.759133e-03   1.479731e-03   6.527926e-04   1.289671e-02   9.996438e-04
#> 214  -4.118959e-03   1.462892e-03   8.126520e-03  -3.499768e-03  -2.001195e-03
#> 215   7.819335e-04   6.409028e-03  -8.216011e-03  -8.906772e-03  -5.555335e-03
#> 216   4.558773e-04   1.777790e-04  -3.375084e-03  -4.135001e-03  -1.224048e-02
#> 217   1.214787e-02  -6.640280e-03  -2.831066e-03  -4.127922e-04  -1.380888e-03
#> 218   2.245228e-03  -9.527896e-03   6.417353e-03   9.021559e-04   3.835008e-03
#> 219   1.261050e-04   8.033417e-03  -8.835634e-03  -4.992969e-04  -6.924646e-04
#> 220  -6.800061e-03  -6.452912e-04   8.801346e-03  -3.361486e-03  -2.227256e-04
#> 221   1.114578e-02  -3.452434e-03  -1.588946e-03   8.755687e-03   1.609890e-03
#> 222  -4.996320e-03  -3.177992e-03   3.595755e-03   3.640025e-03   1.090701e-03
#> 223   8.236486e-05  -1.582293e-03   5.554056e-03  -5.491207e-03  -4.833465e-03
#> 224  -1.431862e-03  -2.710031e-03  -7.650341e-04   1.434134e-03   5.917799e-04
#> 225   5.613538e-03   3.737797e-03  -3.013998e-03   2.184418e-03  -6.132581e-04
#> 226  -7.097580e-04  -7.187876e-05  -7.210307e-04  -5.374943e-03   3.654365e-03
#> 227  -2.456763e-03   3.869471e-03  -4.992680e-03   4.063001e-03  -6.215010e-03
#>     pca_factor_131 pca_factor_132 pca_factor_133 pca_factor_134 pca_factor_135
#> 1     7.844217e-04   1.576077e-03  -3.455176e-03  -1.665700e-03   4.235605e-03
#> 2    -3.875330e-04  -1.065540e-03  -3.707375e-04   2.245995e-03   2.297459e-03
#> 3    -6.362808e-03  -7.801417e-03   2.711464e-03   5.150289e-03   1.812157e-05
#> 4    -5.164503e-03   6.717089e-03  -4.882744e-03  -8.220446e-04   3.319292e-03
#> 5     1.532762e-03  -4.119721e-03   1.112163e-02  -2.412140e-03   5.825822e-03
#> 6     3.179902e-03   2.333457e-03  -1.233700e-02   4.626622e-03  -5.593454e-03
#> 7     5.048738e-04   1.187184e-03   1.127023e-02  -9.831758e-03   4.946645e-04
#> 8     4.281613e-03   3.694468e-03  -1.058758e-04   7.457493e-03  -6.031480e-03
#> 9    -9.379110e-03   3.066990e-03   8.486136e-04  -2.027116e-03   2.063740e-03
#> 10   -2.650349e-03   8.673104e-04  -1.168449e-03  -8.386709e-03   6.147585e-03
#> 11    1.712359e-04   7.771021e-03  -1.441586e-03   3.262239e-03   2.634816e-03
#> 12   -5.836464e-03   3.051705e-03  -1.071915e-03  -7.181548e-03   3.105215e-03
#> 13   -1.037813e-02  -7.475401e-03   9.785538e-03  -3.091932e-03  -7.077701e-03
#> 14    1.765407e-03   4.242894e-03  -4.471976e-03   5.048882e-03   1.534818e-03
#> 15   -2.837190e-03   8.206665e-04   2.295940e-03   4.616129e-04   1.841805e-03
#> 16    5.866029e-03   5.798315e-03   8.760433e-03  -4.144028e-03  -8.287010e-03
#> 17   -3.665395e-04   1.355838e-03  -6.782999e-03  -8.017262e-03  -3.888693e-03
#> 18    4.709603e-03   2.246091e-04   7.425135e-03   6.459034e-03   6.623377e-04
#> 19    3.353084e-03  -1.200677e-04  -8.451623e-04  -1.201990e-03  -1.641751e-03
#> 20   -2.812662e-03  -4.498192e-03   6.437296e-03   3.038462e-04   1.830461e-03
#> 21    4.987545e-03  -1.200210e-02  -9.009253e-03   3.629609e-03   8.148620e-05
#> 22    1.974458e-03   4.314100e-04  -3.021905e-03   5.592152e-04   1.499571e-03
#> 23   -4.365808e-03   8.486919e-03  -9.024790e-03   4.997853e-03   2.594243e-03
#> 24   -1.547947e-02  -2.175204e-03  -8.055495e-03  -1.312701e-02  -6.627047e-03
#> 25    5.119727e-03   2.240894e-03   2.296387e-03  -5.723267e-03  -3.874908e-03
#> 26   -1.481347e-03   4.975458e-04   1.233861e-03   2.286878e-03  -6.791026e-03
#> 27    7.150110e-03   1.508429e-03  -9.791391e-04   5.823379e-03   6.910762e-04
#> 28   -5.304310e-03   4.471656e-03   5.215350e-04  -3.604579e-03   5.772770e-03
#> 29   -8.001568e-04   3.524607e-04  -1.323031e-03   7.318810e-04   2.358792e-04
#> 30    2.976100e-03   2.837552e-03  -1.106376e-03  -7.103176e-03  -7.472824e-03
#> 31    7.996200e-04   4.576678e-04  -3.966028e-03  -1.784730e-03  -1.368700e-03
#> 32    5.405324e-03   1.395368e-03   1.319265e-03  -7.158735e-04   4.312104e-03
#> 33   -1.363115e-03  -3.183187e-03   9.961746e-04  -1.295244e-03  -8.318274e-03
#> 34    3.590555e-03  -6.540577e-03  -2.472951e-03   7.730632e-03   1.267326e-05
#> 35   -1.524808e-04   2.788824e-03   1.536326e-04   4.714673e-03  -2.308329e-03
#> 36   -3.180103e-04   2.394471e-03  -1.800516e-03  -2.375960e-03   1.497747e-03
#> 37   -1.792452e-03  -1.361503e-04   2.586512e-03  -2.470896e-03   5.328831e-05
#> 38   -1.954659e-03  -1.643604e-03   6.775380e-03  -1.010738e-03   1.242817e-02
#> 39   -6.790894e-04   3.920916e-03  -5.596346e-03  -2.079322e-03   4.459699e-03
#> 40   -1.593887e-03   2.310403e-03  -8.306247e-03  -2.556708e-03   3.413798e-03
#> 41   -1.558635e-02   8.776022e-04   1.280241e-03   5.061659e-03  -1.098030e-03
#> 42   -6.907739e-04   1.556610e-03  -2.059371e-03  -5.480894e-03  -2.096282e-03
#> 43    8.374634e-03   2.901808e-03   4.260139e-03   5.521642e-03  -2.066410e-03
#> 44    3.009300e-03   4.207694e-03   1.801584e-03   6.174987e-04  -8.651906e-04
#> 45   -2.503310e-03   6.968684e-03   3.222521e-03   6.450041e-04   4.893802e-03
#> 46   -3.935009e-03  -6.083814e-03   6.957288e-03   2.113402e-03   2.303250e-03
#> 47    8.669609e-04   2.176102e-04   2.856912e-03  -1.392466e-03   2.023037e-03
#> 48   -5.288297e-03   4.676040e-03   7.376871e-03  -3.934575e-03   2.451128e-03
#> 49   -5.089538e-05  -1.290071e-03  -2.304470e-03  -1.752963e-03   9.012910e-03
#> 50    6.687093e-03  -1.840612e-03  -2.128045e-03   3.339967e-03  -2.418047e-03
#> 51    3.593861e-03  -1.619805e-03  -5.312995e-04  -3.196117e-03  -2.423425e-03
#> 52    5.226817e-04   8.234519e-03   9.153168e-03   8.912237e-03  -6.067035e-03
#> 53    3.411219e-03  -2.109094e-03  -5.359117e-03   2.399949e-03   6.015251e-03
#> 54    6.841317e-03  -7.339748e-03  -4.504456e-03  -4.615708e-03  -1.289218e-02
#> 55   -2.426155e-04  -5.237649e-03   4.612663e-05  -3.867929e-03  -4.044080e-03
#> 56   -3.866793e-04  -6.833640e-03  -1.164077e-03  -5.388178e-03  -2.578415e-05
#> 57    8.587794e-05   6.244059e-03   3.857068e-03   8.073252e-03  -6.780455e-03
#> 58    3.934679e-03  -4.663508e-03  -3.128399e-03   3.560071e-03   7.458382e-03
#> 59    2.302140e-03   8.634983e-03  -6.463802e-03   5.562738e-03  -6.235787e-03
#> 60   -6.258993e-03  -1.442256e-03   1.742789e-03   6.338089e-03   1.902539e-03
#> 61   -3.679090e-03  -3.883301e-03   4.264650e-03  -2.006654e-03  -3.325943e-03
#> 62    8.090713e-03  -7.659752e-03   2.975629e-03  -6.628120e-03   2.763869e-03
#> 63   -1.841047e-04   6.235802e-03  -1.001213e-02  -1.125525e-03  -1.042774e-02
#> 64   -1.409608e-03   6.716139e-03   3.160969e-03   1.252690e-02  -5.681561e-03
#> 65   -1.687821e-03  -3.074036e-03   2.469955e-03  -1.376656e-04  -5.508713e-03
#> 66   -3.193118e-03   5.820598e-03   5.363816e-03   4.289754e-03  -2.181808e-03
#> 67    1.999569e-03  -5.018396e-03  -1.392898e-03   2.849059e-03   9.681762e-04
#> 68    2.702464e-03   6.013344e-03   6.897722e-04   1.226264e-03   1.099934e-02
#> 69   -3.478297e-03  -8.484127e-06  -2.184016e-03  -4.339405e-03   4.675205e-03
#> 70   -5.641175e-03  -5.554050e-03   5.147545e-04  -6.812823e-03   8.526577e-03
#> 71    4.745635e-03  -5.195099e-03  -7.647322e-03   8.620671e-03  -3.474785e-03
#> 72   -8.238355e-03   3.327260e-03  -3.045541e-03   3.294041e-03   1.429232e-03
#> 73   -2.100009e-03   4.347501e-03  -3.838454e-03  -1.147754e-03  -2.329640e-03
#> 74    3.926478e-03  -7.110996e-03   1.842456e-03   2.163685e-03  -2.031589e-03
#> 75    7.834246e-03   1.379298e-02   2.287341e-03  -4.667008e-03   9.347677e-03
#> 76    1.985505e-03  -7.625344e-04  -1.504804e-03   1.345949e-04   4.542408e-03
#> 77    2.196288e-04  -6.828098e-04   6.559247e-03   4.258955e-04   2.342289e-03
#> 78   -1.464102e-03  -5.700812e-04   7.907342e-03   1.563199e-03  -4.412183e-03
#> 79    5.011450e-03  -5.298267e-03  -3.226723e-03  -2.731740e-03   3.902830e-03
#> 80   -1.401617e-03   3.688746e-03  -2.209711e-03  -9.174699e-04   3.515778e-03
#> 81    3.294058e-03   2.673151e-03   1.828788e-03  -3.791029e-03   1.325010e-03
#> 82    1.283461e-03  -6.449805e-03   2.997776e-03  -5.624323e-03   3.632047e-03
#> 83   -2.342275e-03   5.058109e-03   6.252294e-03  -3.203203e-03  -5.290048e-03
#> 84    7.577140e-04  -3.706969e-03   1.351002e-03   1.176881e-03  -2.460976e-03
#> 85    1.202292e-02  -4.112125e-03  -1.394073e-03   6.133318e-03  -3.901602e-04
#> 86    7.499963e-03   7.648907e-03  -5.026606e-03   1.407125e-04   7.307779e-04
#> 87   -3.259928e-03   2.701275e-03   1.509576e-03  -3.850613e-03  -4.030300e-04
#> 88   -1.611224e-02  -1.186295e-02  -1.181184e-02   2.167468e-03  -6.818121e-03
#> 89    7.262821e-04  -7.796767e-05   2.754834e-03  -3.376519e-03  -3.679817e-04
#> 90   -1.722291e-03   5.289773e-03  -6.062991e-04   2.438986e-03  -2.956953e-03
#> 91   -3.716828e-03   2.578418e-03   7.787614e-04   2.179419e-03  -3.589269e-04
#> 92    2.758707e-03   4.303390e-03   8.472037e-04  -1.211657e-03  -4.785443e-03
#> 93   -9.476283e-04  -4.203778e-03   2.169003e-03  -9.473265e-04  -2.268173e-03
#> 94    2.876739e-03  -2.430862e-03   2.331599e-03   3.099612e-03  -1.505296e-03
#> 95   -1.262151e-03  -6.229580e-03  -4.245715e-03   1.662472e-03  -1.503120e-03
#> 96    8.209826e-04   4.031182e-03  -3.786477e-03   2.566925e-03   1.177573e-03
#> 97    2.001717e-03   4.865540e-03   1.183551e-05   1.082885e-03  -1.973626e-03
#> 98    3.505475e-04   8.885705e-04  -1.298809e-04  -4.847450e-03   1.687143e-03
#> 99    8.145737e-04   1.572344e-03  -6.461434e-03  -1.941299e-03   1.951982e-03
#> 100  -3.095913e-03  -1.804692e-03   4.543981e-04  -1.197882e-03   1.697356e-03
#> 101   1.351397e-03  -2.308309e-03  -6.332567e-04   3.904992e-03  -4.022042e-03
#> 102  -4.753837e-03  -2.186015e-03   1.094986e-03   4.029961e-03   1.737565e-03
#> 103   8.420718e-03   1.941310e-03   3.795548e-03  -5.429856e-03  -6.517975e-03
#> 104  -4.795280e-03  -3.317842e-03   3.985645e-04   2.456831e-03   1.923918e-03
#> 105   7.276813e-03  -2.392893e-03   3.669559e-03  -1.126978e-03  -1.934624e-03
#> 106  -1.179149e-03  -3.788841e-03   2.173461e-03  -8.699619e-05   8.620339e-04
#> 107  -8.408756e-03  -9.298272e-03  -6.002791e-03   1.735771e-03  -6.248443e-03
#> 108   2.164401e-03   4.257264e-04  -2.461727e-03   2.718760e-04   1.888269e-03
#> 109  -1.494332e-03  -1.552626e-03  -6.990080e-03  -1.115508e-04   1.249340e-03
#> 110  -5.780711e-03  -5.012557e-03  -3.339025e-03  -3.030943e-03   5.216901e-03
#> 111  -6.819319e-03   6.104498e-03   5.126442e-03  -2.019369e-03   1.032943e-03
#> 112   3.970359e-03   2.193344e-03   1.209479e-03  -9.820436e-03   3.948621e-03
#> 113  -8.544339e-03   7.141149e-03   5.105908e-03  -3.295832e-03  -6.440442e-03
#> 114  -1.862651e-03  -2.481084e-03  -1.202310e-02   4.423726e-03  -2.766620e-03
#> 115   2.760267e-03  -4.660595e-04   1.729590e-03   9.077782e-04  -4.220015e-03
#> 116   3.363541e-03   4.813254e-03  -4.066265e-03   5.187098e-03   3.054084e-03
#> 117   3.291851e-03  -6.295694e-03   1.033713e-03   1.342470e-02   3.214137e-03
#> 118   3.483132e-03  -5.284949e-03  -3.769376e-03   2.433307e-03   4.456695e-03
#> 119   1.509364e-04   2.890592e-03   2.281360e-03  -6.360358e-03  -3.260503e-03
#> 120  -1.386303e-02  -2.283821e-03   8.488454e-03   6.930401e-03   3.209396e-04
#> 121  -2.940920e-03   2.816850e-03  -3.238025e-03  -5.591983e-03   1.730729e-03
#> 122  -2.454738e-04   2.140356e-03   4.494505e-03   3.889662e-03   2.677563e-03
#> 123   5.614603e-03   1.395081e-02  -7.396271e-03  -8.473963e-04  -1.087803e-03
#> 124  -4.549240e-03   2.027692e-03   2.292829e-03   3.675311e-03   2.772103e-04
#> 125  -3.192369e-03   1.617219e-03  -3.393553e-03  -4.546989e-05  -1.531687e-03
#> 126   3.332130e-04  -7.628620e-04  -3.844991e-03  -4.155006e-03  -1.551909e-03
#> 127  -5.009191e-03   5.820818e-03  -6.798143e-03  -3.994128e-03  -5.271130e-03
#> 128   1.000354e-02  -7.763222e-03   2.612559e-03  -2.918181e-03  -2.099220e-02
#> 129  -9.992975e-04   2.318409e-03   7.553195e-03  -1.219117e-03  -3.063607e-03
#> 130  -1.174151e-03  -6.992368e-03  -3.810600e-03  -5.859577e-03  -7.096949e-03
#> 131  -3.291827e-03  -2.548497e-03   6.622003e-03  -2.249142e-03  -1.996411e-04
#> 132  -8.442886e-03  -1.306068e-03  -5.027583e-03  -6.659520e-03  -5.911885e-04
#> 133   1.597197e-03  -9.137541e-05   3.274945e-03   4.157558e-03   1.366241e-05
#> 134   2.381099e-05  -1.498435e-03  -9.854296e-04   7.083161e-04  -1.691560e-03
#> 135  -3.275932e-04   1.705333e-03  -9.015685e-04  -1.125687e-03  -1.000573e-03
#> 136   4.882387e-03  -4.478349e-05  -1.403697e-02  -1.735141e-03  -5.344121e-03
#> 137  -7.071088e-03  -1.154471e-02   1.114484e-02   3.129524e-03  -5.579028e-03
#> 138   3.177202e-03  -2.911685e-03   4.482132e-03   7.599433e-05   5.501407e-03
#> 139  -1.070450e-03   1.720541e-03   1.419199e-03   5.379155e-03   7.429743e-03
#> 140   1.116090e-02  -3.538845e-03   2.806257e-03  -1.164330e-03   2.158316e-03
#> 141  -3.333948e-03  -4.748985e-05  -1.947290e-03  -5.691479e-03   3.598240e-03
#> 142  -4.433645e-03  -1.544245e-03  -9.365889e-03  -1.305516e-02   1.250058e-02
#> 143  -1.809029e-03   3.483508e-03   3.198269e-03  -4.691850e-03  -5.899939e-03
#> 144  -5.394070e-03   2.687068e-03  -3.491296e-03  -2.149246e-03  -3.728541e-03
#> 145   1.391198e-03  -7.179848e-03   3.922433e-03  -5.236320e-03   5.110491e-03
#> 146   6.227111e-04   1.120159e-03   2.120635e-03  -9.279312e-04   1.058425e-03
#> 147   1.658149e-02  -4.711386e-03  -4.636575e-03  -9.744210e-04   2.795428e-03
#> 148  -1.491670e-02  -5.472539e-03  -4.917469e-03  -3.913517e-03  -5.081752e-03
#> 149  -4.466625e-03   2.434314e-03  -2.646884e-03  -1.425567e-03  -5.708486e-03
#> 150   3.656339e-03   2.162467e-03  -4.728362e-03   4.464644e-03   1.193290e-02
#> 151   3.230388e-03   4.930713e-03   3.754896e-03  -2.894124e-03  -3.325283e-03
#> 152   4.905226e-03  -6.404097e-03  -6.896978e-04  -5.836655e-03   2.143833e-03
#> 153  -3.358932e-03   3.747705e-03   7.900034e-03  -6.882066e-04   3.153018e-04
#> 154   3.480150e-03  -5.377802e-03  -2.466375e-03   5.967056e-03  -3.652398e-03
#> 155   1.642866e-03   1.355099e-03   9.551405e-03  -1.563357e-03   2.011590e-03
#> 156   5.028592e-03  -7.435478e-03  -3.879459e-03   5.510400e-03   7.353596e-03
#> 157   3.588224e-03  -2.740993e-03  -3.252927e-03  -8.177566e-04  -4.007227e-04
#> 158   3.589930e-03  -6.450192e-03  -2.619607e-03   4.320003e-03   1.251031e-02
#> 159   2.507835e-03   1.114819e-03   7.861920e-03  -3.546666e-03  -7.751965e-05
#> 160   4.446757e-03  -1.525606e-03  -1.985815e-03  -3.798365e-03  -2.304131e-03
#> 161  -9.056332e-04  -1.622894e-03   2.772354e-04  -1.948689e-03  -1.579726e-03
#> 162  -6.509706e-04  -8.307418e-03  -1.569726e-04  -4.118028e-03   2.337519e-03
#> 163  -8.732206e-04   3.171559e-03   4.282479e-03   5.744779e-03   1.361171e-03
#> 164  -8.830406e-03  -6.953788e-03  -4.994066e-03   3.606993e-03   2.768696e-03
#> 165  -2.001185e-03   1.567511e-03  -2.596309e-03   5.038730e-04  -1.120435e-03
#> 166   1.883715e-03   3.727258e-03   9.863842e-04   2.753916e-03  -8.541423e-04
#> 167  -5.079122e-03   7.027590e-03  -1.901528e-03  -1.426025e-03   3.322329e-03
#> 168  -9.903170e-04   3.952376e-03   3.729920e-03   5.317125e-03   1.066487e-03
#> 169  -4.380200e-03   3.190801e-03  -2.529207e-03   6.719817e-03   7.993080e-03
#> 170   1.584885e-03  -3.386622e-03   7.060677e-03  -6.760303e-04   1.523119e-03
#> 171  -6.834887e-03   3.936101e-03   3.164688e-03  -5.528930e-04   3.750365e-03
#> 172  -7.500644e-03  -8.132655e-03   6.912621e-03   3.537676e-04  -6.473727e-04
#> 173   4.354026e-03   1.439476e-05  -3.128185e-03  -6.570820e-03   5.561303e-03
#> 174  -2.268662e-04   7.111011e-04  -3.276675e-03  -3.333194e-03   4.400545e-04
#> 175   1.427133e-02  -4.021493e-03   3.991667e-04  -1.076806e-02  -1.951162e-03
#> 176  -6.744776e-03   6.277031e-03  -2.149835e-03   8.788325e-04  -3.687311e-03
#> 177  -4.462413e-03  -4.873439e-03  -1.417164e-03   5.795114e-03  -1.385265e-03
#> 178   3.343530e-03  -2.617012e-03   3.677145e-03   2.144410e-03   1.378236e-03
#> 179   1.054058e-03  -2.710945e-03  -2.612679e-03  -3.421628e-03  -5.431239e-04
#> 180  -5.397743e-04   2.421984e-03  -4.103551e-03   1.734050e-04  -3.816745e-03
#> 181  -2.506224e-03  -2.297097e-04  -4.530939e-03  -1.153672e-03   2.359609e-05
#> 182   5.896459e-04  -8.707021e-04   2.771993e-03  -1.775061e-03   9.241459e-04
#> 183  -1.276919e-03  -2.716100e-03  -7.143176e-05  -5.572989e-03  -6.800613e-05
#> 184  -9.855136e-04   1.671555e-03   3.780411e-03   1.242205e-02   8.329357e-03
#> 185   1.391601e-05  -5.697332e-03   8.314530e-04  -5.159457e-03   5.913856e-05
#> 186   2.693475e-03   5.391798e-04   1.314489e-03  -5.934138e-03  -2.823686e-03
#> 187  -3.920802e-03  -1.310800e-03  -4.210908e-03  -3.962118e-04   6.653524e-03
#> 188  -1.222252e-03  -3.183155e-03  -9.805984e-03   1.222791e-02   6.728308e-04
#> 189   5.172161e-04  -3.173999e-04   3.631642e-03   2.700994e-03  -1.816794e-04
#> 190  -2.809950e-03  -1.330485e-03  -1.038966e-03  -7.221614e-04   8.204548e-03
#> 191   9.598822e-04   1.224043e-03   1.008153e-04   8.967047e-03   9.299295e-04
#> 192   7.799050e-03  -3.465166e-03   4.977482e-03   2.941859e-03  -4.814727e-04
#> 193  -1.840887e-03   2.183262e-03  -1.737186e-04   2.263773e-03   1.378714e-03
#> 194   5.463402e-03  -3.435373e-03  -2.092589e-03  -1.394317e-03   6.498161e-03
#> 195   3.686748e-03   2.287128e-03  -1.306681e-03   4.839314e-04  -4.395293e-03
#> 196   4.318938e-03   2.109882e-03  -1.907206e-03   1.693065e-05  -6.037301e-04
#> 197   7.861247e-03  -8.997551e-04   3.540836e-03  -5.706255e-05  -2.808682e-03
#> 198   1.352850e-03   4.453811e-03  -2.304465e-03   3.850481e-03  -2.243570e-03
#> 199   3.536831e-03   4.302084e-03   5.097713e-05   3.770427e-03  -4.650192e-03
#> 200  -3.306787e-04  -1.316099e-03  -1.038881e-03   2.981779e-03  -1.187715e-03
#> 201   4.948192e-03  -6.440486e-03   1.093733e-03  -2.200136e-03  -2.379750e-03
#> 202  -1.835206e-03  -1.420458e-03  -1.715899e-04  -6.470296e-04   8.741359e-04
#> 203   3.677629e-03  -2.042722e-03  -6.215090e-04   6.596848e-03  -3.240214e-03
#> 204   1.942155e-03   3.204059e-04   5.177078e-03  -4.016411e-03   2.615213e-03
#> 205   2.489629e-03  -7.244897e-03   6.549500e-03  -5.992443e-04  -3.570201e-03
#> 206  -1.779785e-03  -6.904063e-04  -6.337587e-03  -5.401698e-03   1.705807e-03
#> 207  -5.843552e-03  -2.332156e-03   6.229738e-03   1.029214e-02  -3.801911e-03
#> 208  -2.980383e-03   7.437528e-03  -2.269512e-03   5.306273e-03  -1.925024e-03
#> 209  -2.924442e-03  -1.371238e-03   8.347909e-03  -4.195965e-03   1.776976e-03
#> 210  -5.981844e-03  -1.326690e-03   1.036536e-04   6.290685e-03   3.136541e-03
#> 211   7.326612e-04   9.987865e-03  -4.885738e-03  -4.615746e-03  -8.994744e-03
#> 212   1.720116e-03   3.762946e-03  -4.833463e-03  -3.819980e-04   1.657969e-03
#> 213   2.273593e-03   2.094728e-03   7.075407e-04  -4.496821e-03   1.103529e-03
#> 214   4.707105e-03   1.371249e-02   6.146621e-03  -7.409721e-03   4.826111e-03
#> 215   4.571471e-04   7.270107e-04   8.318690e-03   6.236548e-04   1.089602e-04
#> 216  -6.327244e-03   1.408483e-02   2.624842e-03   5.093083e-03  -2.723273e-03
#> 217   4.213016e-03   1.836266e-04  -4.942783e-03   7.934502e-03   5.128558e-03
#> 218  -2.639444e-03   6.528624e-05  -1.363193e-03  -4.689322e-03   1.551615e-04
#> 219   2.004062e-03   9.878694e-04   3.969076e-03   1.976094e-03  -9.469028e-04
#> 220   2.479122e-03  -5.058365e-03  -2.070380e-03   6.052932e-03  -2.072804e-03
#> 221   7.779122e-04   9.605151e-04   1.079753e-02   1.176868e-03   2.706852e-03
#> 222   5.248983e-04   6.435580e-03  -3.085604e-03  -9.091628e-04   4.874515e-04
#> 223  -1.387994e-03  -7.243238e-03   8.952756e-04   9.440938e-04   2.975680e-03
#> 224   5.235784e-04  -7.165874e-03   8.290332e-04   3.459577e-03  -1.832879e-03
#> 225   8.632975e-03   2.996156e-03  -2.551276e-05  -6.418945e-03  -5.322978e-04
#> 226   4.791090e-03   3.210428e-03  -8.982420e-04   3.669345e-03  -2.683322e-03
#> 227   2.098837e-03   1.939810e-03  -2.854369e-03  -6.134602e-04  -1.726651e-03
#>     pca_factor_136 pca_factor_137 pca_factor_138 pca_factor_139 pca_factor_140
#> 1     8.965261e-03  -5.017483e-03  -4.914533e-03   5.218109e-03   3.745094e-03
#> 2     1.292492e-03   2.754194e-03  -2.022058e-03   1.777766e-04  -2.809767e-03
#> 3     2.718458e-03   1.775878e-03  -1.736689e-03   7.258666e-04   2.116269e-03
#> 4     1.344942e-03   8.824992e-04   3.157324e-03   1.477966e-02   4.429466e-03
#> 5    -1.072219e-02  -2.921734e-03  -4.367577e-03   3.188199e-03   7.351542e-04
#> 6     7.505895e-03   1.250924e-03   3.366084e-04   2.923913e-03   6.362275e-03
#> 7    -6.117826e-04  -5.355500e-03  -1.342948e-02   2.915310e-03  -1.689597e-03
#> 8     3.764810e-03  -2.283326e-03   4.098731e-04  -4.001335e-03  -6.140646e-03
#> 9    -1.128606e-03   2.289356e-03  -7.338770e-04  -2.834695e-03   1.203359e-03
#> 10    2.295734e-03   2.049844e-03   4.686382e-03  -1.014481e-02   1.288605e-03
#> 11   -6.398314e-03  -1.991392e-03   1.691518e-03   4.208741e-03   7.058841e-03
#> 12   -7.837427e-03   1.810133e-03   6.969438e-03  -4.974586e-03   4.382803e-03
#> 13    2.352458e-03  -1.593507e-03   8.437587e-03  -6.677843e-04   5.724357e-03
#> 14    1.035904e-02   1.410469e-03  -2.172699e-03   2.741703e-03   3.049407e-03
#> 15    3.742982e-03   5.277059e-03   1.521307e-03  -9.180756e-04  -4.105332e-04
#> 16    1.753893e-03   3.076963e-03  -1.536238e-03  -3.406122e-03  -5.333861e-04
#> 17   -2.432411e-03   4.332081e-04  -2.419731e-03  -3.762046e-03  -3.335592e-04
#> 18    2.140936e-03  -8.055168e-03   6.899209e-03   4.733592e-03  -9.842335e-04
#> 19    2.560246e-03   1.682547e-03  -4.994233e-05  -2.366355e-03  -3.409423e-04
#> 20   -6.117376e-03  -2.989872e-03   2.018058e-04   7.972847e-04   7.742047e-04
#> 21   -3.931270e-03   4.680519e-03   3.373086e-03  -2.674247e-03   6.863490e-03
#> 22   -1.187144e-03  -6.384073e-03  -5.298020e-04  -3.433590e-03   2.237335e-03
#> 23    6.827954e-04  -6.850220e-03  -6.594614e-03   1.571850e-03  -1.416783e-03
#> 24   -9.376468e-04   2.455732e-03  -2.171526e-03  -2.962448e-03  -8.055643e-03
#> 25    1.016750e-03  -4.015446e-03   7.534259e-03   3.861334e-03  -3.598427e-03
#> 26   -1.448416e-03   1.168924e-02  -1.601249e-03   5.083449e-03  -3.194583e-03
#> 27   -3.196793e-03   4.624223e-04  -2.789380e-03   2.090116e-03   3.393300e-03
#> 28    3.563976e-03   7.569644e-03   2.790523e-05   6.519773e-03  -5.901239e-03
#> 29   -1.961285e-03   4.674020e-04   8.068514e-04  -1.535896e-03  -7.322414e-04
#> 30   -3.331310e-03  -4.023386e-03  -2.666469e-03   7.980107e-03  -4.045840e-03
#> 31    1.976283e-03   2.557607e-03  -1.303809e-03  -7.189554e-03  -2.650282e-05
#> 32    2.120389e-03   1.159121e-02   3.488744e-03   4.947837e-03  -6.412305e-03
#> 33   -1.712529e-04  -2.940165e-04  -2.224253e-03  -1.160878e-03   3.142742e-03
#> 34    2.432876e-03  -5.609863e-05  -6.297534e-03  -4.999719e-03   6.306530e-04
#> 35    5.677624e-03   6.216149e-03   5.925284e-03   3.827803e-04   3.570068e-03
#> 36   -9.230631e-04  -1.981193e-03  -1.458383e-03  -1.756232e-03   2.321685e-03
#> 37    6.189065e-04  -5.304279e-03  -3.911155e-04   9.899394e-04   6.488302e-04
#> 38   -4.645283e-03   7.821962e-04  -1.518645e-03  -7.251360e-04   9.417779e-03
#> 39    6.494339e-04  -1.304139e-03  -5.834913e-04   6.112183e-03  -8.611613e-03
#> 40    2.294396e-04  -5.203367e-03  -5.163970e-03  -3.265580e-03   3.440243e-03
#> 41   -6.175514e-03   6.484945e-03  -8.956295e-03   1.852301e-03   2.404891e-03
#> 42    1.409979e-03  -4.895619e-03   2.253710e-03  -3.471587e-03   2.909889e-03
#> 43   -4.415621e-03   3.457615e-04  -2.938328e-03  -3.433467e-03  -7.460349e-04
#> 44    1.117617e-03   7.119658e-04   2.631281e-03   2.758457e-03  -2.762547e-03
#> 45   -5.238528e-03   2.674374e-03  -4.151054e-04  -3.093508e-03   3.359725e-03
#> 46    1.384637e-03   7.566652e-04  -2.259969e-03   4.452678e-03   5.251275e-04
#> 47   -1.390423e-03   2.785771e-03   1.586216e-04   3.311064e-04  -9.689048e-04
#> 48    6.222584e-03   5.776201e-03  -3.341851e-04   1.279031e-02   4.557059e-05
#> 49    3.378595e-03  -1.097028e-03  -8.237962e-05  -1.644874e-03  -2.241747e-03
#> 50   -2.326817e-03   4.657310e-03  -6.371100e-03   1.139939e-02  -3.089889e-03
#> 51   -4.384685e-03  -6.614009e-04  -1.908621e-03  -2.587075e-03  -6.464609e-03
#> 52   -1.269368e-03   3.387120e-04   5.897036e-03   2.760620e-04   2.907354e-03
#> 53    8.442781e-04   1.789591e-03  -3.541860e-03   2.780044e-03  -2.371876e-04
#> 54    5.327661e-03  -3.729927e-03  -1.679626e-03   8.818930e-03   1.224151e-03
#> 55   -2.908239e-04   2.789597e-03   5.195314e-04  -5.686321e-03   1.258616e-04
#> 56   -5.822565e-03   1.934936e-03   2.806695e-03  -2.575755e-03  -1.774720e-03
#> 57   -3.598453e-03   1.952829e-03  -5.083798e-03   2.931869e-03   2.083287e-03
#> 58    3.552838e-04   9.829323e-03   7.541270e-04   1.917467e-03   7.574339e-04
#> 59    6.576716e-03  -7.151100e-03  -7.141041e-03  -7.006792e-03  -6.032266e-03
#> 60    2.781188e-03   6.987534e-04   3.308129e-03  -2.315050e-03   4.851256e-03
#> 61    1.810858e-03   5.178730e-03   4.102856e-04   2.019210e-03   1.055460e-03
#> 62    2.311459e-03  -9.892524e-04  -1.063429e-02   3.040550e-03  -1.023601e-03
#> 63   -5.667142e-03  -9.457040e-03   6.378295e-03   1.212912e-03   9.237741e-03
#> 64   -3.525458e-03  -1.385403e-03   1.383128e-03   7.141181e-03  -2.351263e-03
#> 65    1.890934e-05   7.716614e-03  -5.691520e-03   5.803126e-03   1.768259e-03
#> 66    9.097795e-03  -3.754469e-03  -5.876383e-03  -2.412018e-03   5.468684e-03
#> 67   -9.646799e-04   4.293063e-03   9.875633e-03   2.426371e-04   2.476433e-03
#> 68   -6.395603e-03   3.751088e-03   2.351967e-03  -5.170361e-03   9.118069e-03
#> 69   -2.660710e-03  -8.823735e-04  -2.481647e-03   5.501738e-03  -1.347643e-03
#> 70    1.765872e-03  -6.260628e-03   8.549872e-04   6.881923e-03   4.468489e-04
#> 71   -5.108341e-04   4.172683e-03   1.220424e-03  -3.804008e-03   4.620404e-03
#> 72   -1.809552e-03   3.825995e-03  -4.575453e-03   4.529814e-03   2.115562e-03
#> 73    4.478444e-03   6.084301e-03   5.191478e-03  -7.772350e-03  -9.931665e-04
#> 74   -1.072152e-03   3.722693e-03  -5.614234e-04  -1.135477e-03   5.614001e-04
#> 75   -3.032245e-03   6.703696e-03   5.723895e-03  -5.651932e-03   4.530089e-03
#> 76    2.400592e-03  -2.065203e-03   5.014908e-03  -1.465228e-03   3.508558e-03
#> 77   -7.588183e-05  -2.776950e-03  -3.710339e-03   5.177077e-03   2.973402e-03
#> 78   -1.137894e-02  -1.846257e-02  -6.201944e-03  -5.388363e-03  -1.544593e-03
#> 79    2.459313e-03  -5.810641e-04  -3.123760e-03   3.316126e-03  -2.087200e-03
#> 80   -2.113945e-03  -2.592254e-03   1.397553e-03   2.599424e-04  -4.273681e-04
#> 81   -6.103520e-03  -1.697949e-03  -3.368152e-03   3.736525e-03   1.047098e-03
#> 82    1.689165e-04  -1.625303e-05   4.572110e-03  -1.298171e-03  -4.930897e-03
#> 83   -1.473536e-03  -1.072849e-03  -4.605085e-03  -4.393723e-03  -5.197808e-05
#> 84    3.483336e-03  -2.250741e-03   4.473083e-03   1.503222e-03  -4.845115e-03
#> 85    2.496304e-04  -6.642918e-03  -8.672486e-04   3.247987e-03  -1.368937e-03
#> 86   -3.083937e-03  -9.461463e-04  -2.750377e-03   1.825240e-03  -2.778267e-03
#> 87   -7.607777e-04  -2.355146e-03   7.252191e-03   5.709611e-03  -3.015537e-03
#> 88    5.809194e-04  -1.505751e-04  -5.851136e-03   2.289691e-03  -2.445920e-03
#> 89    6.596295e-04   3.282622e-03   2.064488e-03  -2.424131e-03   2.880071e-03
#> 90    1.369081e-03   1.840851e-03  -2.137709e-03  -1.179105e-03  -2.920182e-03
#> 91   -7.249059e-04   2.110488e-04  -7.855027e-04  -1.095686e-03   4.153658e-03
#> 92   -2.084824e-03   9.434200e-04   6.758128e-04   6.964812e-03  -1.958881e-03
#> 93    6.295342e-04  -2.704401e-03   2.085608e-03  -1.023563e-03   3.124308e-03
#> 94   -3.206436e-04   3.489739e-03   5.155892e-04   6.843681e-03  -8.443479e-03
#> 95    6.658314e-03   1.966935e-03  -3.165958e-03  -9.466137e-03  -3.126941e-03
#> 96    2.224035e-03  -3.031060e-03  -4.584994e-03  -1.289227e-03  -1.408905e-03
#> 97    9.012956e-03  -5.358056e-05  -4.414748e-03  -6.506138e-04   1.027571e-03
#> 98    2.269474e-03   3.516763e-03   2.296971e-03   3.093438e-03  -3.881047e-03
#> 99    1.261074e-02   2.290709e-03  -3.241578e-03   1.532113e-03   1.421039e-03
#> 100  -1.498267e-03   2.037701e-03  -8.057916e-04  -6.879633e-03  -3.998318e-03
#> 101   5.195567e-03  -2.711398e-03  -2.425824e-03  -4.799478e-03  -2.378452e-03
#> 102  -1.851470e-03   5.347290e-03   9.289799e-03  -9.104580e-03  -1.105542e-02
#> 103  -6.710675e-04  -5.652703e-03   1.323319e-02  -5.941929e-04  -9.613852e-03
#> 104   1.367656e-03  -3.104227e-03   6.733347e-03   3.610572e-03  -1.358347e-03
#> 105  -4.298264e-03   7.769202e-03  -3.818809e-03  -4.324752e-03   4.081712e-03
#> 106  -9.240330e-04  -7.346280e-04   1.441002e-03   2.493672e-03  -3.803523e-04
#> 107   1.121142e-03  -4.714896e-03   8.986645e-04  -7.105320e-05  -3.325136e-03
#> 108   2.112123e-03   3.037154e-04  -2.362390e-03   2.552403e-03  -3.150903e-03
#> 109   3.728732e-03   2.862345e-03   3.009591e-03  -1.097399e-03   1.809524e-03
#> 110  -1.080573e-02  -3.070679e-03   7.743992e-03   1.261675e-02  -7.503606e-03
#> 111  -8.177318e-03  -7.858265e-03  -1.957069e-03   2.172771e-04  -6.301605e-03
#> 112  -5.097160e-04   4.576342e-03  -3.427537e-05  -3.206455e-03   6.834690e-03
#> 113   2.518908e-03  -3.844660e-03   1.934246e-03  -1.273903e-03   3.078327e-03
#> 114  -6.097292e-03  -4.896104e-03   1.013410e-02  -6.527403e-03   9.179332e-04
#> 115  -1.192424e-02  -1.024234e-03   2.757373e-03  -3.524662e-03  -3.079111e-03
#> 116  -3.843645e-03  -2.191543e-04  -5.748364e-04  -5.759602e-03   9.750107e-04
#> 117   2.500829e-03  -2.500233e-03  -2.401626e-03   7.832566e-03  -2.981180e-03
#> 118  -1.360406e-03   8.251241e-03   5.158941e-03   3.518789e-03   4.530723e-03
#> 119   3.082202e-03   4.130362e-04   4.100468e-03   6.117313e-03   9.255715e-03
#> 120   5.329801e-03   4.590841e-03   1.918063e-03  -1.086797e-03   2.834924e-03
#> 121   4.488084e-03  -1.577585e-03   3.041306e-03  -2.754889e-04   1.033071e-03
#> 122   1.232095e-04   3.130225e-03  -7.601728e-04   2.619862e-03  -7.610229e-04
#> 123  -3.572242e-03  -1.577473e-03  -8.289156e-03   3.677725e-03  -1.155930e-03
#> 124  -1.348208e-03   2.690475e-05  -1.224652e-03   1.171405e-03   3.200660e-03
#> 125  -3.431296e-03   2.742931e-04   6.139877e-03  -2.051838e-03  -5.742622e-03
#> 126   2.851161e-04   3.244580e-03   4.315901e-03   2.847737e-03  -2.882878e-03
#> 127   5.762473e-03   4.456656e-03   5.850245e-03  -2.501718e-03  -5.244541e-03
#> 128  -7.363331e-03   3.569023e-03   1.996206e-03   3.937938e-03   5.317228e-03
#> 129   3.389968e-04   7.802345e-03   1.350332e-03  -8.473423e-04   1.736586e-03
#> 130   7.076329e-03  -1.855856e-03  -3.241159e-03  -2.894346e-03  -6.271218e-03
#> 131   1.893845e-03   3.355949e-03   2.179226e-03  -2.101623e-03   8.182949e-04
#> 132   2.886899e-03  -1.849187e-03  -2.909308e-05   1.729303e-03   3.599415e-03
#> 133  -2.749109e-03   1.237527e-03   1.891455e-03  -2.257135e-03   8.495318e-03
#> 134  -8.949287e-04   2.839189e-04   9.234804e-04   2.010725e-04   2.831163e-03
#> 135  -1.585030e-03   4.375831e-03   1.755818e-03   3.938224e-03   1.299650e-03
#> 136  -7.168749e-03  -1.180763e-02   1.812755e-03  -2.754538e-03   3.845417e-03
#> 137   5.939368e-03  -2.298672e-04   6.830926e-03  -3.867830e-03   3.842628e-03
#> 138   8.744225e-03  -6.770883e-03   1.162696e-03  -2.269322e-03  -1.696397e-03
#> 139  -1.561813e-04   1.893998e-04  -2.788610e-04  -1.911302e-03  -4.671943e-03
#> 140  -2.690340e-03  -1.806251e-03   3.373456e-03  -1.130013e-03  -2.904178e-03
#> 141   2.202411e-03  -2.145441e-03  -1.800476e-04   4.303659e-03  -1.220345e-03
#> 142   2.993830e-03  -3.802280e-03   4.622559e-04  -6.569671e-03  -1.155694e-03
#> 143  -4.833528e-03   5.709985e-04   2.212222e-04  -1.040361e-03  -9.456932e-04
#> 144   3.000496e-03  -2.037074e-03   7.738498e-04   1.221920e-03  -5.368834e-03
#> 145   1.798273e-03   7.963353e-03   7.894781e-03   1.634425e-04   6.182079e-04
#> 146   1.597175e-03   2.936789e-04  -2.090871e-03  -1.216528e-03  -1.948108e-03
#> 147   1.806957e-03  -4.733824e-03   8.375780e-03  -3.211279e-03  -8.528826e-03
#> 148   8.676806e-04   7.250492e-03  -5.850212e-03   1.465827e-03  -6.948459e-05
#> 149  -4.307598e-03   3.610089e-03  -7.256956e-04  -6.682305e-03   2.189036e-05
#> 150   2.293501e-03  -5.025614e-03  -5.890238e-04  -5.351250e-04  -1.175189e-02
#> 151  -1.067187e-03   4.350415e-03   3.333923e-03   4.681079e-04   3.818566e-03
#> 152   5.428429e-03  -1.941567e-03   6.607834e-04   1.419173e-03   3.868187e-04
#> 153   1.586474e-03   2.500539e-03   1.504444e-03   2.006670e-03   1.418599e-04
#> 154  -3.624468e-03   8.398242e-03  -7.915437e-03  -2.341143e-03  -1.429820e-03
#> 155   2.769811e-04   4.443353e-03  -4.386033e-03  -5.408201e-03  -5.792807e-03
#> 156  -2.149472e-03   1.475652e-03   1.374103e-03   3.283720e-03  -1.421252e-03
#> 157   1.896292e-03   2.941473e-03   1.885807e-03  -7.624279e-03  -2.365896e-03
#> 158   2.224508e-03  -3.543990e-04  -6.587810e-03   1.077654e-03   9.319645e-03
#> 159  -3.240245e-03  -1.423277e-04  -7.314038e-03  -4.517962e-03   2.710714e-03
#> 160  -4.368142e-03   1.836034e-04  -9.574668e-04  -3.316312e-03  -2.695930e-03
#> 161   7.128721e-04  -2.056876e-03   4.250576e-04   9.402790e-04  -1.405284e-04
#> 162  -9.792472e-03  -3.321659e-03   2.889468e-03   3.073144e-03  -1.454512e-03
#> 163   1.156780e-03  -3.360231e-03  -1.615824e-03   1.153816e-03  -4.301799e-03
#> 164   3.132172e-03  -4.131822e-03  -4.110847e-03  -8.844595e-04   1.962561e-03
#> 165  -4.285236e-03  -2.258797e-03   1.952480e-03   2.176394e-03   2.476313e-03
#> 166   1.538010e-04  -2.584177e-03   1.233717e-03  -1.758485e-03   1.141591e-03
#> 167   4.519251e-03  -3.427767e-03   1.230891e-03   1.037654e-03  -1.108538e-03
#> 168  -4.987518e-04  -4.151916e-03   2.676624e-04   2.717942e-03   1.492157e-04
#> 169  -1.283682e-02   5.784149e-03   2.717624e-04  -6.759063e-03  -1.311328e-03
#> 170   1.011561e-03  -3.270106e-03   2.556584e-03   6.172180e-03  -2.266135e-03
#> 171  -5.002036e-03  -6.017188e-03  -1.717196e-03   3.844198e-03   4.090677e-03
#> 172   5.826635e-03   1.344257e-03   4.254221e-03  -3.234766e-03   2.676175e-03
#> 173   1.026673e-03   1.494130e-03  -4.009083e-04   2.058960e-03  -2.376696e-03
#> 174  -1.700273e-03  -8.458045e-04  -1.962256e-03  -3.212336e-03   1.090902e-03
#> 175   1.893058e-04  -1.746281e-05  -3.428678e-03  -8.626147e-04   4.960127e-03
#> 176  -8.824938e-04   2.939905e-03   4.660848e-03   2.233049e-04  -5.994882e-03
#> 177   7.678284e-04  -8.205804e-03  -3.948310e-04   1.285108e-04   3.444100e-03
#> 178   4.168644e-03   1.573442e-03  -2.324057e-04  -1.583053e-04   2.637344e-03
#> 179  -2.574786e-03  -5.093794e-03   1.171725e-03  -1.962841e-03  -9.049034e-04
#> 180  -2.215327e-03   4.035130e-03  -5.122662e-03   8.920668e-04   6.883514e-03
#> 181   1.103729e-03   4.215516e-03   3.777387e-03   2.630128e-03   3.332567e-03
#> 182   5.249471e-03   7.320423e-03  -3.217700e-03   3.726740e-03  -2.749353e-03
#> 183  -9.543291e-04  -7.695325e-04  -3.652859e-03   3.817307e-03   2.251870e-03
#> 184   2.617876e-03  -1.187438e-03   5.239394e-03  -4.189227e-03  -4.658484e-03
#> 185  -8.919005e-04   1.800528e-03  -8.834612e-04  -3.701390e-03  -2.354242e-03
#> 186   4.619448e-03  -1.147815e-03  -6.954567e-04   2.674313e-03   2.385653e-03
#> 187   2.467607e-03  -1.137111e-02   3.188031e-03  -5.362693e-04   4.285969e-03
#> 188  -5.569568e-03  -1.206190e-03   1.061355e-02   1.028211e-03   1.340213e-02
#> 189  -2.285885e-03   2.900064e-03   2.239445e-03   5.192837e-04  -1.760795e-03
#> 190  -2.061958e-04   3.517763e-04  -3.199139e-03  -3.018971e-03   2.263706e-03
#> 191  -4.346022e-03   8.757573e-04   4.751776e-03   8.175846e-03  -7.696737e-03
#> 192  -1.460400e-03   2.207281e-03  -1.530494e-03  -5.280994e-03  -2.188213e-03
#> 193   1.004622e-03   1.164453e-03   2.015693e-03   4.888924e-04   5.782022e-04
#> 194  -2.231989e-03   3.722124e-03   2.672256e-03   8.445128e-04  -4.911898e-03
#> 195   5.809078e-03   1.984737e-03  -3.737634e-04   6.619866e-03  -1.734707e-04
#> 196  -6.202645e-04   4.157014e-03  -4.661225e-03   4.555471e-04   6.048514e-04
#> 197   1.836548e-04  -9.540472e-04   4.008015e-03  -3.050139e-03  -5.436402e-04
#> 198   4.983275e-03   1.044272e-03   4.506677e-03   5.045744e-03   1.279182e-03
#> 199   8.127511e-04   4.234428e-03  -1.370356e-03   7.923745e-04  -3.249859e-03
#> 200  -3.228273e-03  -4.125523e-04  -2.472130e-03  -2.021375e-03   7.848925e-04
#> 201  -6.948835e-03  -4.268217e-03  -1.101779e-03   8.523181e-03   1.429520e-02
#> 202  -3.438726e-03  -3.022195e-03  -2.870011e-05  -2.479618e-05  -1.055676e-03
#> 203   7.997973e-04  -5.231851e-03  -8.614507e-04   2.058667e-03  -3.756469e-03
#> 204   1.366649e-03   3.086905e-03  -6.646278e-03  -2.121186e-03  -2.287191e-03
#> 205  -1.797356e-03  -4.242034e-03  -1.259905e-03  -4.051216e-03  -3.398210e-04
#> 206  -8.195124e-03  -6.159018e-03  -4.325272e-03   3.548348e-03   3.651679e-03
#> 207  -3.063145e-03  -6.717200e-03  -5.407837e-03  -1.429973e-02   1.911366e-03
#> 208   3.799464e-03   1.482069e-03   5.630998e-03  -4.106896e-03  -6.592861e-03
#> 209  -6.905250e-03  -4.360126e-03  -1.143268e-03   1.532480e-03  -1.077989e-03
#> 210  -1.246255e-02   3.075215e-03   2.134000e-03  -3.650736e-03  -9.907007e-03
#> 211  -5.338588e-03   1.084076e-02   8.682577e-04  -1.813409e-03  -1.833984e-03
#> 212  -4.741527e-03   1.213867e-03   3.253722e-03   3.122632e-03   5.741971e-04
#> 213   1.467348e-03   5.336223e-03  -1.256861e-02  -8.786086e-03  -1.483696e-03
#> 214  -2.300105e-04  -2.568687e-03   1.240703e-03  -7.680909e-03   8.006145e-03
#> 215   3.857805e-03  -3.215631e-03  -8.318579e-03   3.077500e-04  -5.032704e-03
#> 216   7.292406e-04  -6.688901e-03  -2.036268e-04   9.906218e-04  -3.992871e-03
#> 217  -2.315098e-03   3.773676e-03  -1.102253e-02  -4.674874e-05  -1.022815e-03
#> 218  -2.483842e-04  -1.347214e-03  -4.662270e-03  -2.173832e-03   3.458027e-04
#> 219  -1.432529e-04   3.265398e-04   4.532869e-03   2.683885e-03   2.958959e-03
#> 220  -4.364712e-03   4.438793e-03  -5.811823e-03  -1.742633e-03  -2.288404e-03
#> 221   1.463526e-02  -1.305206e-02   1.014737e-02  -1.248792e-03   1.078259e-04
#> 222   8.052116e-03  -1.262804e-04  -1.955789e-03   2.165939e-03   3.817279e-03
#> 223   3.408043e-03  -1.967446e-03  -7.388824e-03  -4.111563e-03  -9.580225e-04
#> 224   7.107187e-03  -7.029052e-03  -3.538289e-03  -1.563121e-03  -4.315636e-03
#> 225   3.067739e-03  -1.502889e-03   5.573330e-03  -5.810197e-03   3.223178e-04
#> 226   1.550002e-02   1.180388e-03   1.319801e-03  -5.184401e-03   1.055000e-02
#> 227   2.740549e-03  -1.099526e-03  -3.519832e-03   4.247458e-05   1.906262e-03
#>     pca_factor_141 pca_factor_142 pca_factor_143 pca_factor_144 pca_factor_145
#> 1     0.0018008830  -2.606805e-03  -3.367131e-04   2.756082e-03  -5.609625e-03
#> 2     0.0004154273   2.487879e-04   2.573428e-04   3.372641e-04   1.020283e-03
#> 3    -0.0020838251  -1.365201e-03   1.616931e-03  -2.980028e-03   5.104458e-04
#> 4    -0.0053003133  -3.115163e-03   4.395757e-03   1.891270e-03   8.590023e-05
#> 5     0.0015886475  -4.874233e-03   1.327646e-03   2.311838e-03  -7.673561e-03
#> 6    -0.0020722198   4.653158e-03  -2.668322e-03   1.649990e-03   6.830237e-03
#> 7     0.0004095872  -3.166922e-04   3.012960e-03   1.038134e-02  -3.518210e-04
#> 8    -0.0008609490  -2.048467e-03   1.602173e-03  -1.157331e-03  -4.930765e-03
#> 9     0.0027982884   4.363333e-03   2.544076e-03   1.600810e-03  -2.634841e-03
#> 10   -0.0008297497   8.951743e-04   3.179699e-03   6.774631e-03  -1.568244e-03
#> 11   -0.0004664538  -4.223698e-03  -1.586692e-03  -7.656240e-04   6.827872e-03
#> 12    0.0018021408  -7.884856e-03  -5.759906e-04   4.681307e-03   3.413502e-03
#> 13    0.0001919287   1.614884e-03   1.068770e-03  -1.538656e-03   3.258578e-03
#> 14    0.0003501081   4.925155e-04  -3.059242e-03   3.523895e-03  -7.315859e-04
#> 15   -0.0018451788  -3.649498e-03   3.360439e-03   1.131207e-03  -2.020725e-03
#> 16   -0.0120365548   2.476155e-03  -6.385278e-03  -2.259584e-03  -4.133191e-03
#> 17   -0.0031934136  -4.637330e-05  -2.994213e-03  -6.847683e-04  -8.958489e-04
#> 18    0.0008119048  -4.598322e-03  -4.535742e-04   1.170293e-03   3.656235e-03
#> 19    0.0036109165  -1.723398e-03   2.562066e-04  -2.090026e-03  -1.475192e-03
#> 20   -0.0027925924   4.374864e-03  -2.945733e-04   5.876504e-03  -3.216777e-03
#> 21   -0.0010399250   4.869324e-03  -6.044633e-03  -2.735300e-03  -3.595551e-03
#> 22    0.0047995380  -3.646245e-03  -1.101597e-04   8.863817e-04   7.550818e-04
#> 23   -0.0021563445   1.533650e-03  -1.475967e-03  -5.772768e-03   4.602281e-03
#> 24   -0.0006681347  -8.055063e-03  -6.393851e-03   8.592853e-03  -2.932131e-03
#> 25    0.0086271567   3.983621e-03   6.402044e-03   1.664862e-03   4.627294e-03
#> 26   -0.0031235949   1.430053e-03   1.102819e-03   1.423917e-03  -1.255321e-03
#> 27   -0.0035178968   3.759521e-03  -3.228384e-03  -4.390799e-03  -1.876789e-03
#> 28    0.0005825340   1.083327e-02  -5.494494e-03  -7.066705e-04  -1.125111e-03
#> 29   -0.0019177832   5.335496e-04  -2.616024e-03   1.136339e-03  -4.655441e-04
#> 30    0.0052086457   1.431089e-03   5.274408e-03  -3.947055e-03   3.509367e-03
#> 31   -0.0001913266   1.787287e-03  -2.038977e-03  -3.419345e-03   9.919972e-03
#> 32   -0.0066612394   6.380296e-04   2.477362e-03  -4.283151e-03  -4.706191e-04
#> 33   -0.0006248508  -5.362414e-03   2.161886e-03   2.935882e-03  -5.036209e-04
#> 34    0.0035795723  -6.492865e-04  -1.480915e-03   4.223011e-03  -9.746976e-04
#> 35    0.0025805304  -3.333408e-03  -2.779494e-03  -1.264707e-03  -3.448031e-03
#> 36   -0.0037355429   1.491472e-05   3.196901e-03  -7.436124e-05  -1.511425e-03
#> 37    0.0020260193   7.794803e-04  -9.385871e-05  -2.744876e-03   3.818766e-03
#> 38   -0.0017792176   3.268171e-04  -6.546885e-03   1.907687e-03   4.308296e-03
#> 39    0.0006719568   5.013256e-04  -7.369925e-03   6.814864e-04   3.369218e-04
#> 40   -0.0038868664   1.364333e-03   2.242497e-03  -4.643095e-03  -7.243810e-04
#> 41   -0.0018024336   4.199735e-03  -1.087910e-03  -1.197620e-03  -1.789068e-03
#> 42   -0.0048020447   3.095015e-03   6.885588e-03   1.661379e-03  -2.599335e-03
#> 43   -0.0040220178  -2.665472e-03  -4.801513e-03   3.093562e-03  -7.568189e-04
#> 44    0.0046575519   5.588561e-03   4.621141e-03   8.568174e-05  -2.620391e-04
#> 45   -0.0019193237  -3.963683e-03   5.600808e-04  -4.533385e-03   3.143376e-03
#> 46    0.0086262214  -9.810917e-04  -2.958010e-03   2.364269e-03   4.182420e-03
#> 47   -0.0033555102  -1.679884e-03   1.825627e-03  -8.655552e-04  -1.718960e-03
#> 48    0.0042267389   9.632281e-04   2.801997e-04   4.940639e-03   6.139735e-03
#> 49    0.0067622465  -6.234448e-04   2.495751e-04   4.453189e-03  -8.117785e-04
#> 50    0.0071521104   2.490276e-03  -2.986232e-03  -1.869672e-03  -2.093401e-03
#> 51    0.0020375354   6.483341e-03  -1.988919e-04  -3.230623e-03  -1.551739e-03
#> 52   -0.0007036992   1.515663e-03   2.033610e-03  -3.395773e-03   1.021267e-03
#> 53    0.0055188587  -1.260186e-03   1.411580e-03  -2.392574e-03   1.098018e-03
#> 54   -0.0048686053   6.552449e-03   7.653763e-03  -2.250438e-03  -5.220421e-03
#> 55    0.0002368251   1.414925e-03   3.399210e-03   9.704874e-04  -3.244708e-03
#> 56   -0.0011651464   5.277667e-03  -2.924580e-03  -4.720615e-03   3.527800e-03
#> 57   -0.0093259602  -3.252229e-03   8.320283e-04  -1.198178e-03   3.504385e-03
#> 58   -0.0039348770  -6.533475e-04   2.056402e-03   2.705432e-03   1.943332e-03
#> 59    0.0007391670   6.464578e-03  -3.301922e-03  -4.992305e-04  -3.895861e-03
#> 60   -0.0046112135  -1.014441e-03  -3.676681e-03   1.368987e-03   4.149563e-04
#> 61    0.0008282133   1.836108e-03  -3.498076e-04  -1.597321e-03   2.870255e-03
#> 62    0.0007388402  -3.094946e-04  -3.093198e-03  -3.561807e-04  -1.307334e-03
#> 63    0.0056220510  -1.313460e-03   1.147313e-03  -8.654520e-04   4.299169e-03
#> 64    0.0033882808   1.413828e-03   8.348819e-04   3.118470e-03   4.318611e-03
#> 65    0.0082639944   7.788781e-03  -3.933205e-03  -6.646638e-03  -3.278890e-04
#> 66    0.0061189087  -5.266497e-03   7.436142e-04  -1.135832e-03  -1.668598e-03
#> 67   -0.0010024484   2.419090e-03  -3.218977e-03   3.261009e-03  -6.126632e-04
#> 68    0.0014113734  -2.344042e-03   4.523498e-03  -2.749708e-03   3.138343e-04
#> 69    0.0013451454   7.686609e-04  -3.197770e-03  -5.813895e-04   5.521229e-03
#> 70    0.0005185538   2.750064e-03  -5.499220e-03  -1.651007e-04   8.714269e-03
#> 71   -0.0062837897   9.927987e-03   3.135266e-05   1.216092e-02  -1.043500e-03
#> 72   -0.0066471501  -1.919698e-03  -6.717179e-03  -2.621416e-03   5.143934e-04
#> 73   -0.0020239501  -3.452489e-04   3.959771e-03  -4.213869e-04   1.578547e-02
#> 74    0.0013759138   4.561927e-03  -4.746525e-03  -2.406799e-03   2.510127e-03
#> 75    0.0017561668   8.454457e-03   7.075410e-03   1.169053e-03  -2.927206e-03
#> 76    0.0012913698   1.073437e-03  -2.286407e-03   1.109966e-03   2.243451e-03
#> 77   -0.0005886325  -5.503016e-03   2.581805e-03  -5.395873e-04   5.066620e-03
#> 78    0.0018460640   9.680832e-03  -8.697688e-03  -2.916512e-03   2.548714e-03
#> 79   -0.0053548292   2.364084e-03   4.366515e-03   2.099590e-03   5.246755e-03
#> 80    0.0029871326  -2.724011e-03   2.341533e-03   2.033822e-03   9.177916e-04
#> 81   -0.0001615145  -6.433399e-03   3.358071e-03   3.972380e-03  -1.212662e-03
#> 82    0.0034659761   3.726681e-03  -7.001038e-03   5.061006e-03  -1.188230e-03
#> 83   -0.0010401985   4.557698e-03  -2.825013e-03   1.345837e-03   1.319649e-03
#> 84    0.0001414460  -2.001588e-03  -6.961432e-04   1.044366e-03   3.464082e-04
#> 85    0.0027033305  -3.641321e-06   7.596075e-04  -2.477279e-04   2.485228e-03
#> 86    0.0017001184  -1.681557e-03   3.484770e-03   6.293090e-04   1.023446e-03
#> 87    0.0028191705   1.405544e-03  -1.111542e-02   4.325503e-03   3.825660e-03
#> 88   -0.0011829618  -1.016565e-02  -4.032157e-04  -7.898912e-04   7.330380e-04
#> 89   -0.0010107712   2.268145e-03   3.338287e-03   9.702926e-04  -1.953121e-03
#> 90   -0.0018592782  -6.931013e-04   2.842459e-03   1.604929e-03  -1.928160e-03
#> 91   -0.0028634798   2.694270e-03   9.537893e-04  -3.180039e-03  -1.284411e-03
#> 92   -0.0041345361   5.877838e-03  -3.614550e-03  -3.695708e-03   1.873452e-03
#> 93    0.0044938750  -1.860437e-03   7.870260e-03  -1.455369e-03   1.618543e-03
#> 94    0.0010005775  -7.320317e-04  -2.242041e-03  -6.696863e-04   5.607290e-03
#> 95   -0.0056176467  -5.814973e-04   3.024198e-03  -1.097523e-03   1.856115e-03
#> 96    0.0023830104   4.763047e-04   6.173560e-03   1.914636e-03  -5.783228e-04
#> 97    0.0043793391   5.497583e-05  -4.926329e-03   3.058431e-04  -4.369573e-03
#> 98    0.0055755747  -1.349749e-02  -2.744042e-03  -1.660962e-02  -7.774836e-03
#> 99   -0.0032394521  -3.813027e-03   3.054858e-03   7.209432e-03   3.462991e-03
#> 100  -0.0025919942   2.426265e-03   9.197897e-04  -5.967800e-04   2.840751e-03
#> 101   0.0001396770   2.130067e-03   9.430693e-03  -2.445143e-03  -4.955474e-03
#> 102   0.0006980993   3.016162e-03   2.821737e-03  -6.915534e-03   8.599695e-03
#> 103   0.0030481690  -4.958298e-03  -2.448660e-03   7.222312e-03   4.063911e-03
#> 104  -0.0004557485  -3.572458e-03   5.554440e-03   8.894461e-04  -2.401220e-03
#> 105  -0.0002662053   8.468497e-04   1.544249e-03  -2.385992e-03   4.312985e-04
#> 106  -0.0016915796  -1.837850e-03   2.775169e-03   7.409945e-04  -2.067594e-03
#> 107   0.0006982169  -7.433152e-03  -2.858424e-03   5.312409e-04  -1.697758e-03
#> 108  -0.0040715193   1.591686e-03   4.410298e-03   4.771473e-03   1.170665e-04
#> 109  -0.0047774376  -5.055319e-03   5.356127e-03   1.964757e-03   5.617935e-03
#> 110  -0.0075477357   4.529829e-03   4.793706e-03   5.921593e-04  -2.110000e-03
#> 111   0.0001283375  -2.573084e-03  -1.355408e-03  -1.062177e-02  -2.358416e-03
#> 112  -0.0016603860   2.360772e-03  -5.719893e-03   5.383156e-04  -1.256764e-03
#> 113   0.0050349465  -2.574145e-03  -1.951579e-03   3.150430e-04  -2.501467e-04
#> 114   0.0051631166   5.494196e-03  -1.636020e-03   2.103656e-05  -1.656506e-03
#> 115   0.0012898503   4.418869e-03  -1.666257e-03  -5.324937e-03  -5.838901e-03
#> 116  -0.0055989771  -3.593936e-03  -3.962393e-03   3.314975e-03  -1.166008e-03
#> 117   0.0038721152  -2.132953e-03  -1.028107e-03  -2.871744e-03   2.059929e-03
#> 118  -0.0004445891  -6.357897e-03   1.391268e-03  -8.749466e-04  -1.968955e-03
#> 119   0.0043440287  -2.224774e-03  -3.874493e-03  -5.128910e-04   6.930347e-04
#> 120  -0.0050705844  -6.312505e-04  -3.800550e-03   4.449259e-03  -1.698008e-03
#> 121   0.0042356675   2.865051e-03   3.280609e-03  -1.790612e-03  -1.484539e-03
#> 122  -0.0016742081  -3.544753e-03  -2.710164e-03  -4.533405e-03  -2.218922e-03
#> 123  -0.0010006385  -1.844484e-03   4.637532e-03  -1.392146e-03  -9.963995e-04
#> 124   0.0022027326   4.018239e-03   1.618661e-03  -2.404353e-03   4.208603e-04
#> 125   0.0007995550   4.335427e-03  -9.670746e-04  -3.435656e-03  -5.130558e-03
#> 126  -0.0029928219  -2.127626e-04   9.236229e-04   4.107994e-03  -3.812601e-03
#> 127   0.0025314848   7.346175e-03  -4.623338e-03  -6.941576e-03   6.406901e-03
#> 128  -0.0006870216  -6.502903e-03  -7.410228e-04  -4.101375e-03   6.949409e-03
#> 129   0.0011260537   2.368239e-03  -2.423168e-03  -1.644720e-03   6.609874e-04
#> 130  -0.0073310094   4.172916e-04   2.769725e-03  -3.034906e-03  -6.321838e-03
#> 131  -0.0029948662  -1.148573e-03   1.154392e-03   2.092947e-03   3.413746e-03
#> 132   0.0027577365   6.490640e-04   5.891685e-03  -4.837873e-03   6.394782e-04
#> 133  -0.0025819530  -3.929515e-04  -1.460230e-03  -3.586043e-03   1.271351e-03
#> 134  -0.0007125169  -7.674808e-04  -1.057437e-03  -2.252193e-03   1.327880e-03
#> 135   0.0005747164  -7.293907e-04  -3.492086e-03  -3.416064e-04   1.910045e-03
#> 136   0.0020743973   1.903420e-03  -1.594121e-03  -3.103352e-03  -2.611015e-04
#> 137   0.0024707489   5.564654e-03   6.971627e-03  -2.283386e-03   1.005551e-03
#> 138  -0.0136962260  -1.353335e-03  -2.929254e-03  -1.662576e-03   5.921902e-04
#> 139   0.0008857679   8.211403e-04  -2.921483e-03   2.721676e-03   4.078608e-03
#> 140   0.0016848270  -3.171218e-03  -4.446783e-03   4.710262e-03   1.694648e-03
#> 141  -0.0022396156   3.579844e-03  -6.268930e-03  -8.931348e-04  -2.190032e-03
#> 142  -0.0013918823  -4.042438e-03  -2.703116e-03  -6.493930e-04  -3.238637e-03
#> 143  -0.0027291146  -1.695489e-03  -3.123020e-03   2.893908e-03   3.047933e-04
#> 144   0.0014775179   3.375965e-03  -4.667753e-03   2.631776e-03  -1.819475e-03
#> 145   0.0063448686  -1.379018e-02  -5.085202e-04  -1.205508e-02  -2.847444e-03
#> 146   0.0020697391   2.612954e-05  -1.500282e-03  -1.618415e-03   8.189158e-04
#> 147  -0.0038323770  -1.359046e-02  -1.040541e-02   4.792758e-03   4.335450e-03
#> 148  -0.0031415349  -1.574298e-03  -5.187206e-03   3.649685e-04  -1.774554e-03
#> 149   0.0027007683  -2.728208e-03   6.219697e-03   4.813177e-03  -5.819529e-03
#> 150  -0.0026521396   2.754697e-03  -8.903619e-03   1.234098e-03  -2.035360e-03
#> 151  -0.0066077377   3.007379e-03  -2.775362e-03   8.333781e-04  -2.261987e-03
#> 152   0.0014845630   4.689672e-03   9.070158e-04  -2.328626e-03  -2.185325e-04
#> 153  -0.0008196033  -3.590256e-03   1.544325e-03   4.486950e-04   7.908055e-04
#> 154   0.0082604064   2.367868e-03   5.422221e-03  -3.636467e-05  -1.108999e-03
#> 155   0.0044600622  -2.883048e-03  -1.620123e-03  -1.194294e-03  -1.085755e-03
#> 156   0.0089814312   1.701109e-03   9.314370e-03   2.317179e-03   2.805106e-03
#> 157   0.0109181574  -5.722862e-03   8.034897e-04  -5.993465e-03   2.354955e-04
#> 158   0.0040763159   1.056761e-02   6.492688e-03  -9.692883e-03  -1.593466e-03
#> 159   0.0035171362   1.877620e-03  -2.402641e-03   2.565938e-03   5.225404e-03
#> 160   0.0003396619   3.236561e-03  -3.666629e-04  -3.642170e-03   1.483016e-03
#> 161   0.0019585687   2.138902e-03   5.089370e-04   2.019989e-03   4.296358e-03
#> 162  -0.0040911991   2.134663e-03   5.252711e-03   1.732165e-03  -3.203249e-03
#> 163   0.0024844241  -2.951527e-03  -1.523707e-03  -4.311751e-03  -1.046591e-02
#> 164   0.0033029523  -6.431066e-03  -2.149619e-03  -5.791991e-04  -1.079048e-03
#> 165  -0.0002652939  -6.124838e-05   1.566346e-03  -4.262856e-05   1.568374e-04
#> 166  -0.0019259595  -1.618772e-03   2.443208e-03   3.573046e-03   7.771696e-05
#> 167  -0.0005587256   1.749559e-03   2.954260e-03  -1.522384e-03  -3.816018e-03
#> 168  -0.0025602820  -2.329588e-03   4.600128e-03   6.033463e-03  -4.389563e-04
#> 169   0.0117802049  -7.987365e-03  -1.171076e-03   1.205024e-02   1.559234e-03
#> 170   0.0022247739   4.241552e-03   3.695458e-04  -1.024895e-03   5.049312e-03
#> 171   0.0030804950   5.056601e-04  -1.276937e-03   1.276958e-03  -4.211911e-03
#> 172  -0.0019436426   1.596830e-03  -1.062198e-03   2.341489e-03  -1.698457e-03
#> 173   0.0095298067   2.709344e-03   5.910029e-03  -1.094114e-03  -5.267279e-04
#> 174   0.0013934136   8.237085e-04  -8.705438e-05  -1.455042e-03   1.247522e-03
#> 175  -0.0070931743  -6.203216e-03  -1.712278e-03  -2.541059e-03   2.301452e-04
#> 176   0.0054111530   2.423017e-03   3.234467e-03   5.380209e-03  -2.129520e-03
#> 177  -0.0074231919  -5.252196e-03   4.389468e-03  -6.557052e-03   3.373887e-03
#> 178   0.0019326648  -8.761408e-05  -1.850363e-03   1.787135e-03  -3.628204e-04
#> 179  -0.0033836400  -4.170982e-03  -8.760229e-04  -6.147251e-03  -3.586836e-03
#> 180   0.0001164098  -2.726222e-03   6.648560e-03  -2.361625e-03  -1.698085e-03
#> 181  -0.0015808395  -1.268787e-04   1.976881e-03   2.277768e-03  -2.342687e-03
#> 182  -0.0052150514   4.907412e-03  -4.259624e-03  -6.157091e-04  -2.339198e-03
#> 183   0.0001146775  -7.083827e-04  -4.311257e-03  -6.306832e-03  -3.888985e-04
#> 184  -0.0039890604   2.195151e-03  -1.820028e-03  -5.146110e-04  -2.193328e-03
#> 185  -0.0003474632   6.350817e-03   3.156561e-03   1.445230e-03   2.169169e-04
#> 186   0.0079000131  -2.790382e-03  -3.083858e-03  -1.073303e-03  -2.876166e-03
#> 187   0.0044949622   5.304945e-03  -2.440571e-03  -2.278063e-03   3.376124e-03
#> 188  -0.0015438861   2.766112e-03  -9.199298e-03  -7.211897e-04  -4.588783e-03
#> 189   0.0019533081   3.854201e-03  -2.728358e-03  -1.049826e-03  -2.647182e-03
#> 190   0.0025258117   5.002970e-03   7.133435e-03  -7.966077e-04  -1.512132e-03
#> 191  -0.0044646715  -2.746259e-03   4.115221e-03  -8.123299e-04  -2.905745e-03
#> 192   0.0001597072  -7.252085e-03   7.101646e-03   3.074336e-04   2.827605e-04
#> 193  -0.0003744256   3.068391e-04  -1.545550e-03  -8.313071e-04  -2.770606e-03
#> 194  -0.0032623552   4.440614e-03  -1.343539e-03  -3.996322e-03  -2.898868e-03
#> 195  -0.0030160919  -3.662466e-03   1.109012e-03   2.710025e-03  -6.462167e-04
#> 196   0.0035378954  -9.087790e-04   6.361022e-03   2.707110e-03  -1.339176e-03
#> 197   0.0015596061  -1.235658e-03   1.296986e-03  -3.113679e-05  -5.196247e-04
#> 198   0.0012542082   4.550811e-03   2.256167e-04   6.284149e-03   7.598513e-05
#> 199  -0.0051304119   1.205006e-03  -5.950972e-03   1.983562e-03  -1.776016e-03
#> 200  -0.0037893663  -2.614755e-03  -1.447013e-03   2.273450e-04  -3.894097e-04
#> 201  -0.0032832403   5.254179e-04  -1.416352e-03   6.948218e-03   2.490255e-03
#> 202  -0.0042474447  -1.111295e-03   5.461450e-03   1.762405e-03   2.545681e-03
#> 203   0.0014391364  -6.756610e-03  -4.691292e-03   2.197440e-03   1.923467e-03
#> 204  -0.0019986263  -6.123481e-03   4.930973e-03   9.236121e-04   5.483136e-04
#> 205  -0.0020330879   4.697453e-03  -4.729465e-04   6.458579e-03  -4.662861e-03
#> 206  -0.0067488871  -1.700350e-03   2.654852e-03   2.284023e-03   1.678323e-04
#> 207   0.0025152246  -3.117727e-03  -1.208051e-03   4.181025e-03  -1.048907e-04
#> 208   0.0022141937   1.243420e-03   1.804841e-03  -3.445124e-03   2.744536e-03
#> 209   0.0040450767   1.213482e-03  -3.301716e-03  -7.039935e-04  -9.370017e-03
#> 210  -0.0066515296  -2.061853e-04   7.437046e-03  -1.983453e-03   2.666501e-03
#> 211   0.0029133183  -2.251043e-04   1.577383e-04   4.384266e-03  -8.053367e-03
#> 212  -0.0039720794  -2.601078e-03   3.659137e-03  -2.399940e-03  -2.129966e-03
#> 213  -0.0028184913  -1.042004e-05  -2.339166e-03  -4.249292e-03   2.116334e-02
#> 214  -0.0054578159   2.504905e-03  -2.900069e-03  -4.950222e-03  -1.788133e-03
#> 215   0.0008669705  -6.760180e-04   1.603391e-03   1.545640e-03   1.583393e-03
#> 216   0.0002087366  -4.057355e-03   3.400191e-03  -4.602745e-03   3.358409e-03
#> 217  -0.0061503286  -4.114029e-03  -3.784178e-03  -3.240773e-03  -3.494227e-03
#> 218  -0.0007247889  -3.740989e-03   3.131144e-03   2.606741e-04   2.244557e-03
#> 219   0.0040173606   2.079629e-04  -1.849896e-03   4.547242e-03  -1.001981e-02
#> 220   0.0067581118  -1.283584e-03   7.825481e-04   7.493224e-04   1.147950e-03
#> 221  -0.0114001827  -3.074600e-04   8.602029e-03  -5.868628e-03  -1.628521e-03
#> 222   0.0021369375  -2.684088e-03  -1.051070e-03   5.274740e-03  -3.907140e-03
#> 223   0.0004970110   3.641606e-03  -2.312759e-03   3.301220e-03  -2.115151e-03
#> 224   0.0025786550   5.463848e-03   3.701870e-03   4.257534e-03  -3.248554e-03
#> 225  -0.0020676983  -1.316928e-03   9.826253e-04   3.205677e-03  -4.966451e-03
#> 226   0.0095032347  -2.270912e-03  -9.093326e-03  -2.613882e-03  -4.811832e-03
#> 227   0.0003130372   7.135703e-03   2.265121e-03   1.026479e-02   6.743889e-03
#>     pca_factor_146 pca_factor_147 pca_factor_148 pca_factor_149 pca_factor_150
#> 1    -5.657261e-03  -6.102925e-03  -3.556542e-03  -1.861340e-03  -8.083194e-03
#> 2    -1.457623e-03  -9.052284e-04  -9.370455e-04  -2.669167e-03   1.377960e-03
#> 3     1.293403e-03  -2.351730e-03  -3.920174e-03  -9.911183e-03   4.120998e-03
#> 4    -3.652177e-03   3.971534e-03   1.665660e-04  -1.983291e-03  -8.294129e-03
#> 5    -3.517187e-03  -6.465503e-04  -5.796533e-04   2.499816e-03  -1.717640e-03
#> 6     4.775202e-03  -2.975743e-04   4.469929e-03  -2.798820e-03  -2.339263e-03
#> 7     6.668211e-04   1.858550e-04  -4.834089e-03   6.373813e-04  -1.157459e-03
#> 8    -2.369057e-03  -1.959083e-03  -4.453129e-03   6.523995e-04   2.260482e-03
#> 9     2.696795e-03  -3.261137e-04   8.217258e-04  -1.399840e-05   5.026030e-04
#> 10   -1.734631e-03  -6.736197e-04   4.063695e-03  -1.531178e-03   1.449256e-03
#> 11   -6.025983e-03   6.286374e-04  -1.279897e-03  -3.149082e-03   1.275437e-03
#> 12   -1.523024e-03  -4.520524e-03   9.129101e-04  -4.594273e-03   7.901793e-04
#> 13    1.721164e-03   2.576579e-03   3.345753e-04  -2.620482e-03  -2.064317e-04
#> 14    3.481490e-03  -2.023496e-03   3.549234e-03   3.417345e-03   5.394842e-03
#> 15    9.860734e-05  -1.758062e-03  -1.070356e-03  -1.410293e-03  -1.662047e-03
#> 16   -3.534041e-03   3.030718e-03   1.599710e-04   2.258506e-03   2.481036e-03
#> 17   -3.128577e-03  -3.736236e-03   1.016060e-03   4.854767e-03  -1.231659e-03
#> 18    5.068269e-03   8.660981e-03  -3.144545e-03  -7.592274e-03   2.646004e-03
#> 19   -2.413854e-03  -1.411060e-03   2.166122e-05   1.058564e-04   1.216288e-03
#> 20   -2.157411e-03   6.588579e-04   2.700530e-03   5.030871e-04   1.816515e-03
#> 21   -1.491151e-03  -6.005118e-04   9.081661e-03  -1.483627e-03   4.397334e-03
#> 22    4.463071e-04  -2.689185e-03  -6.785225e-03  -6.902449e-03   1.325152e-03
#> 23    1.023339e-03   1.399733e-03   3.452466e-03  -2.261904e-03  -5.425720e-03
#> 24    2.987337e-03   6.938552e-03  -2.751083e-04  -1.724691e-03  -1.012346e-04
#> 25   -1.040506e-03  -3.528503e-03   1.401104e-02   2.968579e-03  -6.590496e-03
#> 26    1.001300e-03   3.857714e-03   4.779833e-03   9.507219e-03  -1.772623e-03
#> 27   -4.604567e-03   3.268809e-03   2.844602e-03   8.616608e-03  -1.370850e-03
#> 28    8.490310e-04   2.765008e-03  -3.135536e-03   1.564589e-03   1.149916e-03
#> 29    1.071595e-03  -3.183923e-04  -1.201441e-03   2.799417e-03  -9.440624e-04
#> 30   -3.458573e-03  -2.036077e-03   7.969761e-03  -5.270012e-03   4.692467e-05
#> 31    2.820093e-03   4.741839e-03  -3.222450e-04  -1.597028e-03  -6.283117e-03
#> 32    2.178712e-03   3.780887e-03   2.002795e-03   7.816106e-04  -2.846891e-03
#> 33   -2.461134e-03  -9.971031e-04  -3.814608e-03   1.906287e-04   2.180060e-03
#> 34   -2.044414e-03  -4.684192e-03   3.371574e-03  -1.472339e-03  -2.612901e-04
#> 35    1.965766e-03  -4.943372e-03  -2.739859e-04  -8.333675e-04  -2.107912e-03
#> 36   -1.045176e-03  -2.740322e-03   3.391670e-03  -3.985284e-03  -2.293025e-03
#> 37    1.277902e-04   2.267282e-03  -2.443179e-03  -6.815683e-04  -3.120532e-04
#> 38   -2.634920e-03  -4.356596e-03   2.532663e-03  -1.904489e-03  -1.507789e-04
#> 39   -6.026622e-03   4.290593e-03   1.171759e-03  -7.469298e-03   4.048679e-03
#> 40    3.615592e-03   4.579851e-04  -1.346593e-03   5.176128e-03  -3.953816e-04
#> 41   -1.439087e-03   4.901180e-03   2.221884e-03  -1.596811e-04   2.196508e-03
#> 42    1.507140e-03   4.577881e-03   5.336218e-03  -3.876100e-03   9.083134e-04
#> 43    1.721427e-03   5.727605e-03  -1.995892e-03   5.709493e-05   2.132096e-03
#> 44    4.225318e-04   2.046909e-03   1.393371e-03  -7.718854e-04   1.001522e-03
#> 45   -4.448389e-03  -6.559148e-03   1.670520e-03  -3.219527e-03  -1.038934e-04
#> 46    9.941916e-04  -3.985943e-03   2.187698e-03  -1.392819e-03  -1.307258e-03
#> 47   -8.676888e-04  -8.159467e-04  -5.427594e-04   1.382835e-03  -1.044728e-03
#> 48   -3.606909e-03  -3.017079e-03  -1.841317e-03  -4.953116e-03  -2.673828e-03
#> 49    5.782540e-03   2.924380e-03  -1.528185e-03   2.827223e-03  -1.291180e-03
#> 50    3.656472e-03   2.142976e-03   4.331742e-03   2.111256e-03  -3.917139e-03
#> 51   -3.490111e-03   2.625234e-04  -2.562627e-03  -9.963989e-03  -2.742803e-03
#> 52    1.673660e-03  -9.603745e-04  -3.072209e-03   3.822707e-03   7.448546e-05
#> 53    2.022885e-03  -2.608864e-03   9.658783e-04   3.808118e-03  -3.844446e-03
#> 54   -5.560377e-04   4.751265e-03   3.145495e-03  -6.314003e-04   9.159235e-04
#> 55    1.714679e-03  -6.712483e-04   2.643019e-03  -2.709225e-04   2.221293e-03
#> 56   -2.129157e-03   1.300947e-03  -3.550414e-03  -9.919682e-04   3.266248e-06
#> 57   -7.015328e-03  -6.345398e-03  -1.497789e-03  -1.064814e-02   4.033830e-03
#> 58   -6.804150e-03   5.360112e-03   5.375130e-03  -1.394054e-03  -2.686616e-03
#> 59   -5.186315e-03  -5.582329e-03   8.203787e-04   9.634664e-04  -3.688405e-03
#> 60    5.167086e-03  -8.818151e-04  -1.003549e-02   4.703435e-03  -3.151905e-03
#> 61   -3.479859e-03  -6.692810e-03   5.686543e-04   1.719612e-03  -1.298435e-03
#> 62    2.555179e-03  -3.360111e-03  -1.430827e-04  -1.581877e-03   1.198391e-03
#> 63   -6.605044e-03  -5.741221e-03  -6.668943e-03   2.124077e-03   2.977255e-03
#> 64    1.156715e-03   3.335606e-03  -2.386347e-03   1.978304e-03  -2.160925e-04
#> 65    3.174295e-03   1.835293e-04  -1.007007e-02   1.010068e-02  -8.707554e-04
#> 66   -6.250018e-03   3.746342e-03   4.215340e-04   1.836161e-03  -1.679805e-03
#> 67    7.086517e-04  -7.098164e-04   3.347517e-03   2.692091e-04   6.557296e-03
#> 68    1.230000e-03  -6.279115e-03  -3.948659e-03  -1.392922e-03  -8.059285e-04
#> 69   -2.243463e-03  -1.515142e-03   3.287571e-03   1.631430e-03  -1.695945e-03
#> 70    9.696403e-04   1.077181e-03   4.823944e-03   1.301733e-03  -2.640979e-03
#> 71   -2.524712e-03  -1.133009e-03   3.020954e-04  -1.980046e-03  -2.006193e-03
#> 72    1.071134e-03  -4.378562e-03   2.360592e-04   5.696721e-04  -3.305587e-03
#> 73   -9.779834e-04   6.016956e-03  -4.771600e-03   2.724363e-03  -2.963203e-03
#> 74   -9.929964e-04  -1.347061e-03   4.252066e-04  -6.424882e-03   5.598555e-04
#> 75    2.264193e-03  -2.792578e-04   1.715549e-03  -4.822821e-03   2.366647e-03
#> 76    5.403221e-03  -4.790506e-03  -6.714161e-04   1.106210e-02  -7.614931e-03
#> 77   -9.408671e-04  -1.431725e-03   9.124295e-04   1.028874e-03   5.303377e-03
#> 78    1.323524e-02  -3.251301e-03   2.173892e-03  -1.586800e-03   5.128243e-03
#> 79   -3.067130e-03  -1.788547e-03  -3.697083e-03  -1.366200e-03   5.296401e-03
#> 80    1.952899e-03   5.011195e-03  -2.137452e-03  -3.211134e-03   2.900122e-04
#> 81    9.756657e-04  -1.246086e-03  -1.064259e-03   5.324254e-03   2.423085e-03
#> 82    5.364033e-04   3.561749e-03  -5.862363e-03   2.825068e-03   4.773909e-03
#> 83    9.421294e-03  -5.674215e-03   4.585068e-03  -3.074809e-03   1.913049e-04
#> 84   -6.732926e-04   8.763500e-04   1.125661e-03  -2.483939e-04  -1.199541e-03
#> 85    1.516868e-03   2.646369e-03  -2.077338e-03   1.581419e-03   6.320423e-04
#> 86   -1.233479e-03   1.086414e-03   2.290749e-03  -1.213616e-03   2.917813e-04
#> 87   -3.638837e-03   1.407302e-03   5.203647e-04   4.833441e-03   9.714398e-04
#> 88   -2.327101e-03  -5.342295e-03  -5.254500e-05  -1.113217e-03  -2.859892e-03
#> 89    6.307008e-04  -2.299706e-03   1.278894e-03   3.232316e-03  -2.266326e-03
#> 90   -1.571319e-04   1.036329e-03   2.543212e-03  -2.847890e-03  -5.106435e-04
#> 91    1.136494e-03  -9.868914e-04   4.530395e-04   2.254267e-03  -1.003188e-03
#> 92   -6.976353e-03  -2.499702e-03   4.883074e-03   1.581542e-03  -2.888748e-04
#> 93   -1.937315e-03   1.345854e-03   1.424757e-03  -2.434073e-03  -7.052372e-05
#> 94   -3.990314e-03  -1.521570e-03  -2.067095e-04  -2.056826e-03   3.097867e-03
#> 95    1.764519e-03   4.743744e-03  -3.351378e-03  -1.731589e-03  -1.201048e-02
#> 96    2.177680e-03   2.523911e-03   1.643955e-03   6.810219e-04  -1.135305e-03
#> 97    2.098431e-03  -2.238374e-03  -1.456353e-04   8.674670e-05   2.943982e-03
#> 98    8.498080e-03  -5.259836e-03   1.936104e-03   1.097716e-03   4.288701e-03
#> 99    5.133655e-03  -2.996893e-03   2.402855e-03   2.662135e-03   7.767729e-03
#> 100   1.018165e-03   4.663713e-03   1.020206e-03  -7.211984e-04  -1.011901e-03
#> 101   3.750398e-03   2.875476e-04   4.677763e-03   1.385427e-03  -2.349679e-03
#> 102  -4.724874e-04   3.745052e-03  -3.542579e-03   2.119920e-03   4.316073e-03
#> 103   4.194156e-04  -5.331684e-03   2.535516e-03   3.319947e-03  -5.474346e-03
#> 104  -8.319939e-03   8.265611e-04   1.375671e-03   1.473628e-02   1.278915e-02
#> 105  -5.305432e-03  -5.022296e-03   3.518651e-03   1.396506e-03  -6.760276e-04
#> 106  -3.704058e-03  -7.647326e-04   1.020084e-03   8.017760e-03   6.658986e-03
#> 107   3.222182e-03   5.989066e-03   1.360143e-03  -2.327660e-03   1.444234e-03
#> 108  -5.706739e-03  -2.497919e-04  -9.103963e-04   2.675556e-03   2.570702e-03
#> 109   6.591508e-03  -8.132846e-05   1.353385e-04   1.858767e-03   1.745928e-03
#> 110   3.336162e-03  -9.089697e-03  -6.293826e-03  -4.067248e-03  -4.522040e-03
#> 111  -1.949236e-04   3.983020e-03   3.112707e-03   3.371699e-03   3.334235e-03
#> 112  -2.939062e-04   1.759843e-05   1.695287e-03   4.376053e-03  -2.608718e-03
#> 113   4.613121e-03  -2.457568e-03  -4.744385e-03   2.004605e-03  -2.264613e-03
#> 114  -8.177370e-03   3.863839e-03  -4.626841e-03   2.667346e-03   2.660368e-03
#> 115  -1.667048e-03   4.857819e-04  -3.714404e-03  -3.086214e-03  -1.587273e-02
#> 116   5.282118e-03  -9.832080e-04  -7.147348e-03   8.266983e-03  -2.278715e-03
#> 117   1.456077e-03  -5.846218e-05  -5.157644e-03   1.722691e-03  -6.344397e-04
#> 118  -6.121969e-03   4.798592e-03   3.677370e-03  -1.800734e-03  -3.764846e-04
#> 119   7.491581e-03   7.669832e-03  -2.874782e-03  -3.712713e-03  -2.236104e-03
#> 120  -7.787267e-03   7.351972e-04   1.776858e-03  -3.052346e-03  -1.638483e-03
#> 121  -1.216966e-03   1.253873e-03   3.057924e-03  -1.771677e-03   1.070868e-03
#> 122   6.561123e-03   8.983413e-04   5.278495e-03  -2.256452e-03  -9.408267e-04
#> 123  -2.303994e-03   2.900421e-03   3.151150e-04   1.194195e-04   3.762964e-04
#> 124  -6.661891e-04  -1.449499e-03   9.602457e-04   2.526795e-03  -2.725310e-04
#> 125  -9.868705e-04   5.238680e-04  -5.037933e-04  -2.721078e-03  -5.848878e-03
#> 126   5.277814e-03  -2.939602e-03  -2.999710e-03   3.951799e-03   6.162263e-03
#> 127   3.530221e-03  -5.942394e-03   1.839417e-03  -5.024461e-03   8.312961e-03
#> 128  -2.464669e-03  -5.725732e-04   5.693969e-04  -1.879197e-03   4.313017e-04
#> 129  -1.602529e-03  -1.416582e-03  -1.922193e-04   6.438485e-04   1.397853e-03
#> 130  -2.507768e-03  -4.994959e-03   3.126970e-03  -2.180330e-03   7.290616e-04
#> 131   7.933521e-04  -5.277838e-03  -2.716536e-03   1.000668e-03   2.433921e-03
#> 132  -2.635724e-04  -3.600253e-03  -6.718460e-04  -5.492543e-04  -1.598710e-03
#> 133  -2.778877e-03  -2.106694e-03   3.370949e-03   1.739943e-03  -1.507124e-03
#> 134   1.854453e-04   2.858592e-03   5.189503e-04  -1.286823e-03  -1.908381e-03
#> 135  -1.700885e-03   9.393365e-06   2.340136e-04   4.136068e-03  -7.447394e-05
#> 136  -1.367502e-03  -3.969077e-03  -7.459320e-04   4.339866e-03   6.145505e-03
#> 137   3.349325e-03  -3.557655e-03   4.849833e-03   4.048417e-03  -3.995480e-03
#> 138  -4.101814e-03  -1.475586e-03   4.498412e-03  -1.216113e-03  -1.416613e-03
#> 139  -2.354466e-03  -1.560277e-03  -1.209843e-03   2.657559e-03  -2.555996e-04
#> 140   2.136116e-03  -2.075303e-03  -4.281850e-03   3.390551e-03  -1.248290e-03
#> 141   2.372118e-03   4.094837e-04  -3.411154e-03   1.552516e-03  -3.623018e-04
#> 142   8.645752e-04  -7.606585e-03  -5.189227e-04  -5.342011e-04  -2.252060e-03
#> 143  -2.823885e-03   1.894001e-03   2.332906e-03  -2.088065e-03   1.008604e-03
#> 144   2.492996e-03   3.875297e-03   5.098351e-03   1.319682e-04   1.462645e-03
#> 145  -3.717421e-04   4.416775e-04   7.572812e-04   1.874864e-03   3.411666e-03
#> 146  -4.695396e-04  -2.517109e-03  -1.327064e-03  -1.648461e-03   1.061804e-03
#> 147  -4.091577e-03  -5.176035e-03   9.338477e-04   9.427309e-04  -3.729499e-03
#> 148  -1.015512e-03   2.188850e-03  -3.418739e-04   1.617051e-03   1.740169e-04
#> 149  -5.869486e-03  -2.378208e-03  -1.997374e-03  -3.515687e-04   4.202117e-03
#> 150  -5.530853e-03  -6.056254e-04   6.373362e-03   2.717533e-03  -5.709637e-04
#> 151   4.937665e-03   3.399232e-03  -6.757387e-03   1.314353e-03   2.455367e-03
#> 152   4.096950e-03   9.587241e-04   5.789552e-04   1.238955e-03  -2.621806e-03
#> 153   3.728626e-03   3.090474e-03   1.198764e-03   6.674628e-04  -3.475783e-03
#> 154   2.078556e-03  -2.725129e-03   1.503093e-03   1.220396e-03  -3.698213e-04
#> 155  -1.634552e-03  -5.758264e-03   1.840491e-03  -5.928576e-04  -2.230108e-03
#> 156   2.986718e-03  -1.765495e-03  -1.399242e-03  -1.728434e-03  -1.664936e-03
#> 157  -3.841125e-03   7.966748e-03  -2.603313e-03   1.929061e-03  -1.970687e-03
#> 158   1.616715e-03   3.914083e-03  -6.656289e-03   5.357874e-03   3.390011e-03
#> 159   2.590603e-03  -2.650981e-04   4.180888e-03   1.808050e-03   8.500515e-03
#> 160  -1.277758e-03  -2.484581e-04  -7.929659e-03  -2.205359e-03  -6.630055e-03
#> 161  -9.711858e-04   1.535911e-03  -1.843482e-03  -9.771745e-04   3.329362e-03
#> 162  -4.527336e-03   5.189119e-03  -4.057406e-03  -2.583956e-04  -6.455565e-03
#> 163  -1.065744e-03  -3.918328e-03   3.439079e-03  -2.266150e-03  -1.150082e-04
#> 164   1.819840e-03   1.054957e-03  -2.106250e-03  -1.098655e-03  -5.501745e-04
#> 165   4.490934e-04   1.804792e-03   2.423736e-03   2.481247e-03   3.399410e-03
#> 166   2.197017e-03  -1.257663e-03   1.505044e-03  -9.710404e-04  -1.986388e-03
#> 167   1.170950e-03   3.461498e-05  -2.556930e-03  -7.083055e-04  -8.376769e-05
#> 168  -1.356823e-03  -1.515283e-04  -3.729811e-03   5.269315e-03   1.003412e-03
#> 169   6.949622e-03   5.749609e-03   2.460368e-03  -5.724401e-03   1.192474e-03
#> 170  -2.235659e-04   6.150338e-03  -3.269129e-03  -2.748691e-03   3.964375e-03
#> 171  -7.250654e-03   4.902678e-03   4.355313e-03   1.002437e-03   4.883811e-04
#> 172  -6.363668e-04  -8.935035e-05  -2.963855e-03   1.104483e-03  -1.578850e-03
#> 173   1.250946e-03   4.614602e-03   3.368022e-03  -5.138997e-03   5.561283e-03
#> 174  -3.053493e-03   3.997427e-03   5.907379e-04   1.945689e-03  -2.815357e-03
#> 175   5.197188e-03   4.981400e-05  -3.394320e-03  -3.476979e-03  -9.302195e-04
#> 176  -2.329740e-03   2.725820e-03   2.318510e-03  -1.040518e-03   1.734125e-03
#> 177  -3.058433e-03  -1.309346e-03  -1.152888e-03  -1.204476e-03  -8.315254e-04
#> 178  -1.590677e-03  -1.003270e-03  -2.349959e-03  -7.767963e-04  -8.074278e-04
#> 179   1.787936e-03   2.413411e-03   7.254050e-04   3.361239e-03  -4.844367e-04
#> 180   2.881455e-03  -4.067170e-03  -5.305811e-03   1.163194e-03  -5.506606e-04
#> 181  -2.936120e-03  -3.443072e-03  -1.856875e-03   1.274153e-03  -1.512031e-03
#> 182   2.094078e-03   1.826434e-03   3.616175e-03  -3.897849e-04  -3.009771e-03
#> 183   6.590676e-04   2.817119e-03  -5.695162e-03  -4.331155e-03   5.304131e-03
#> 184   5.477287e-04   1.057167e-03  -1.695004e-03  -2.150354e-04   3.672010e-03
#> 185  -5.197217e-03  -2.498582e-03  -9.771410e-03  -1.965321e-03   1.138466e-03
#> 186  -1.824621e-03   9.117896e-04  -4.538479e-03   3.510338e-05   3.918131e-05
#> 187  -4.254429e-03  -6.082190e-03  -2.183212e-03  -4.723870e-05   1.006728e-03
#> 188   9.280353e-03   2.979202e-03   9.294801e-03  -5.481157e-03  -1.099097e-03
#> 189  -1.448628e-03  -4.026580e-03  -1.769693e-03  -6.173903e-03  -8.757746e-04
#> 190  -9.566910e-04  -3.723307e-03   1.891356e-03  -4.885229e-03   1.893246e-03
#> 191   1.089914e-02  -6.227735e-03  -1.277105e-03  -3.176492e-03  -3.606063e-03
#> 192   2.852751e-03   2.147417e-03   8.064047e-03  -2.348984e-03  -2.544632e-03
#> 193   7.287570e-04   1.208008e-03   1.387258e-03  -3.505636e-04  -2.200758e-03
#> 194   1.308288e-03   5.049971e-03  -1.275167e-03   9.060230e-04   2.250723e-03
#> 195   5.661884e-03  -8.921818e-03   2.327056e-03   5.233422e-04   8.451322e-03
#> 196   2.354194e-03  -2.952640e-04  -1.518414e-03   2.280438e-04  -6.721383e-04
#> 197  -1.691326e-05   2.843991e-03   1.897119e-04  -3.696569e-03   2.796644e-03
#> 198  -1.439581e-03  -6.297181e-03  -4.938656e-03  -3.447871e-03  -2.390617e-04
#> 199   6.051872e-03   1.814184e-03  -4.026235e-03   2.071552e-03  -1.682892e-03
#> 200   3.071561e-03  -2.742774e-03  -3.603406e-03   2.533784e-03  -5.196407e-04
#> 201   2.806385e-03   5.189460e-03   5.111526e-03  -5.020962e-04   1.046118e-03
#> 202  -2.554142e-03   3.348519e-03  -1.149799e-03   6.469641e-03   7.233865e-04
#> 203  -1.840819e-03  -6.586089e-05   1.417682e-03   1.883286e-03  -3.011173e-03
#> 204  -2.578587e-03   6.054205e-03  -1.247468e-03   2.543198e-03  -7.320699e-03
#> 205   3.040645e-03  -1.876863e-03  -1.870567e-03   1.092298e-03   4.134095e-03
#> 206   6.692520e-03   6.559738e-03   2.339862e-03   1.928592e-03  -1.772962e-03
#> 207   1.140344e-03   3.215253e-03   5.645247e-03   8.087703e-04  -1.770059e-03
#> 208   7.150508e-05  -3.566799e-03  -1.291211e-03  -1.984517e-03   3.550463e-03
#> 209  -4.172832e-03   1.028303e-03   1.486012e-03  -1.570110e-03  -1.979490e-03
#> 210   7.041931e-04  -4.479239e-03   7.182753e-03   5.351729e-03   4.937360e-03
#> 211   3.120096e-03   1.995039e-03  -5.370503e-03  -1.727459e-04   2.626484e-03
#> 212   3.265671e-03   2.543828e-03   3.343178e-04   1.975333e-03  -6.822055e-04
#> 213   3.470705e-03   1.069466e-03   1.508955e-03  -9.217342e-04  -9.012263e-04
#> 214  -3.068325e-03  -2.839408e-03   2.502380e-03   3.023089e-03  -1.405552e-03
#> 215  -4.121771e-03  -3.868048e-04  -6.043277e-04   3.157454e-03   1.538634e-03
#> 216   1.749173e-03   5.489280e-03  -5.426923e-04   1.918201e-03  -4.241747e-03
#> 217  -4.121937e-03   5.567756e-03  -8.200361e-03  -1.066874e-02   1.092326e-02
#> 218   8.825538e-04   4.822834e-03   4.229416e-03   1.691003e-03   3.688899e-03
#> 219   8.908914e-04  -2.938698e-03  -1.966595e-03  -7.108873e-03  -6.484675e-03
#> 220  -7.364138e-04  -4.976664e-03  -6.945299e-04   1.639030e-03  -1.636620e-03
#> 221   1.884062e-03   4.367931e-03  -2.184560e-03  -5.957719e-03   2.352715e-03
#> 222   6.602294e-03  -2.490265e-03   3.120848e-03   9.395724e-05   1.670389e-03
#> 223   1.954278e-03  -1.117390e-03   2.293333e-03  -2.373367e-03   1.055376e-03
#> 224   1.903173e-03   2.257739e-03  -6.435612e-04   1.258557e-03  -9.813659e-04
#> 225   1.212584e-03   6.277426e-03  -2.759552e-03  -4.064212e-03   3.255116e-03
#> 226  -1.168828e-02   9.511789e-03   2.072539e-03   9.595264e-04  -1.115424e-03
#> 227  -3.995070e-03   7.126033e-04  -4.809435e-03  -1.148187e-03  -2.214499e-03
#>     pca_factor_151 pca_factor_152 pca_factor_153 pca_factor_154 pca_factor_155
#> 1    -5.614928e-03   4.563113e-03  -4.621984e-03   2.334998e-03   3.047554e-04
#> 2    -1.578843e-04   3.456658e-03   2.044113e-03  -4.943131e-05  -1.807490e-03
#> 3     3.683473e-03  -5.663359e-03  -4.664825e-03  -2.059394e-03   2.622015e-03
#> 4    -1.393251e-04   4.057330e-03   9.158379e-04   2.126340e-06  -8.965051e-04
#> 5     6.800697e-04   5.837352e-04  -4.032871e-03   1.406840e-03   1.053436e-05
#> 6     3.472916e-03   1.760928e-04  -2.398976e-03  -1.745994e-03  -6.470187e-04
#> 7     1.557305e-03  -5.737484e-03   4.204505e-03   3.191008e-03   7.951083e-04
#> 8    -3.166529e-03   5.133728e-04  -5.044000e-03  -1.118328e-04   4.560200e-03
#> 9     1.164153e-03   1.951924e-03  -1.931476e-03  -5.765365e-03  -5.217836e-03
#> 10   -1.286053e-03   8.334197e-05  -2.451141e-04   1.187170e-03  -1.434368e-03
#> 11   -3.183499e-03  -2.650398e-03   3.308474e-03   1.096264e-03  -5.630274e-06
#> 12    6.455314e-04   8.150138e-04   1.188292e-03   3.640792e-03   1.715938e-03
#> 13   -1.363790e-03   9.363678e-04   1.683387e-03  -4.636277e-04  -1.272619e-05
#> 14    3.043918e-03  -3.062427e-03   3.475367e-03  -1.754794e-03  -7.450281e-04
#> 15   -1.756494e-03  -1.762612e-04   2.633883e-03   2.842939e-05  -1.089050e-03
#> 16   -6.192336e-03  -3.357131e-03  -2.483073e-03  -3.138147e-03  -2.610688e-03
#> 17   -1.802419e-03   1.693170e-03   1.330774e-03  -2.247422e-03   1.728453e-04
#> 18   -5.544280e-04   1.704313e-04  -7.366379e-04   7.074837e-04  -3.990357e-03
#> 19   -1.896747e-03   1.205002e-03  -5.151998e-04   7.362135e-04   9.933509e-04
#> 20    1.526995e-03   4.151559e-03  -4.492727e-03   1.549617e-03  -1.779693e-03
#> 21    1.179778e-03   6.250758e-03  -2.590118e-03  -3.743192e-03   3.110969e-04
#> 22    7.388533e-03  -1.243375e-04   1.578382e-03  -3.002724e-04   2.461347e-04
#> 23   -1.148711e-03   4.500763e-03  -1.386118e-03  -1.310112e-03  -9.925160e-04
#> 24   -1.032704e-03   7.523909e-03   3.967499e-03   2.366696e-03   2.879356e-04
#> 25   -4.013521e-04  -2.276956e-03  -5.241463e-04   2.062251e-03  -1.790435e-03
#> 26   -8.923716e-03   2.347111e-04   1.598615e-03   7.660434e-04   1.587987e-03
#> 27   -1.007305e-03   3.621070e-03   7.942731e-03   1.360832e-02   1.431883e-03
#> 28    3.125253e-03   3.287138e-04   1.916695e-03  -2.992064e-03   3.767698e-03
#> 29    3.889986e-04   2.882687e-03   2.610023e-03  -1.976157e-04  -8.599639e-04
#> 30    6.966227e-04  -2.808046e-03   2.673849e-03  -2.202300e-03   2.833071e-03
#> 31    2.426737e-03   7.953560e-04  -4.570044e-03   1.241803e-03   4.143457e-03
#> 32    3.791684e-04  -2.863155e-03   5.749358e-04  -3.716242e-03   2.058221e-03
#> 33   -3.554725e-03   1.609669e-03   1.147228e-03   7.775804e-04  -5.998971e-03
#> 34   -4.509076e-04   4.168369e-03  -1.613028e-03  -6.537933e-04  -1.321919e-03
#> 35    8.383860e-04   7.794873e-04  -4.716436e-03   3.218436e-03  -3.470767e-03
#> 36    9.864165e-03   3.404474e-03   4.020599e-03   3.267637e-03  -1.940162e-03
#> 37   -3.438281e-04  -2.973950e-04   9.677902e-04   8.164445e-04  -6.731654e-04
#> 38   -6.596249e-03  -3.357712e-03  -1.063135e-03  -5.478663e-03   9.216552e-04
#> 39    4.675626e-03  -3.715176e-03  -2.800405e-03   1.884172e-03  -2.892582e-03
#> 40   -6.061136e-03   5.966610e-03   5.264743e-03  -3.300723e-03  -3.355321e-03
#> 41   -1.541002e-03   2.336032e-03   3.961917e-03   8.663615e-03  -4.605179e-05
#> 42   -2.306361e-03   3.671496e-03  -1.470515e-03  -1.530944e-03  -5.696412e-03
#> 43   -2.193626e-03   8.568496e-04   2.297438e-03  -2.154523e-04  -3.393943e-03
#> 44   -1.253785e-03  -1.129907e-03  -2.586664e-03   1.709383e-05  -2.230592e-03
#> 45   -4.039920e-03   3.672725e-03   3.372213e-03   2.162075e-03   2.849230e-03
#> 46   -2.023105e-03  -1.141586e-02  -7.620593e-03  -4.507837e-03  -7.580119e-03
#> 47    7.200275e-04  -2.042338e-03  -1.247440e-03  -6.564397e-04  -2.188569e-03
#> 48   -1.886254e-03   7.029661e-03   3.664647e-03  -1.207978e-03   1.051749e-03
#> 49   -7.482538e-03   1.359405e-03  -3.613532e-03  -2.048956e-03   4.202670e-03
#> 50    6.339317e-03   2.390928e-03   8.773736e-05  -1.274768e-03  -4.227783e-03
#> 51   -7.376357e-03   2.426566e-03   9.681743e-03  -1.585995e-03  -3.314370e-03
#> 52   -2.857358e-03   2.455025e-03   1.224536e-03  -6.510380e-03   2.174480e-03
#> 53    4.893352e-04  -2.067416e-03   1.731140e-03   1.173649e-03  -3.244939e-03
#> 54    4.239519e-03   1.944526e-03  -2.536006e-03  -2.343861e-03  -1.333081e-03
#> 55   -3.540233e-03  -9.793264e-04  -6.049745e-04   1.041337e-03   3.145608e-03
#> 56    4.272002e-04   4.606615e-03  -3.755979e-03  -1.198655e-03  -1.291522e-03
#> 57    6.716971e-03  -1.637638e-03  -5.227336e-03  -1.074853e-02   5.968092e-03
#> 58    1.110343e-03   2.279637e-03   4.132029e-03  -4.418565e-03  -3.489972e-03
#> 59   -1.075390e-03  -7.786266e-05  -5.826058e-03   1.321682e-03  -5.256123e-04
#> 60    3.253099e-03   5.401770e-03   1.929122e-03  -3.300637e-03  -4.156319e-03
#> 61   -1.346397e-03  -5.782797e-03  -1.905758e-03  -2.443261e-03   5.957699e-03
#> 62   -2.706020e-03   7.475513e-03  -4.306562e-03   3.168296e-04   1.293358e-03
#> 63   -1.557337e-03  -2.957108e-03   3.719831e-03   2.778143e-03  -2.932881e-03
#> 64   -4.102630e-03   2.240732e-03  -1.155849e-03   8.072788e-04   5.724692e-03
#> 65    2.625679e-03  -2.073827e-03  -1.643159e-03  -5.490365e-03   2.385385e-03
#> 66   -2.599689e-03   3.701124e-04   1.866151e-03  -3.961716e-03   4.141744e-03
#> 67    8.589658e-04  -1.748145e-03   1.873115e-03  -8.593533e-04   1.053955e-03
#> 68    5.594912e-04   2.289822e-03  -3.958787e-04   2.637306e-04   6.613952e-03
#> 69    1.473311e-03   2.460433e-04   4.365074e-03  -1.393792e-03   1.946543e-03
#> 70    1.819735e-03  -3.531097e-03   4.583098e-03  -1.394486e-03   7.352638e-04
#> 71   -1.625723e-03  -3.731824e-03   2.863285e-03  -1.644026e-03   3.093714e-03
#> 72    6.099683e-03  -2.580083e-03  -7.182303e-04   2.393926e-04   4.461360e-04
#> 73    1.817735e-03   6.818261e-04  -4.911932e-03   9.421848e-04  -1.965962e-03
#> 74   -5.651801e-03   5.588457e-03   3.898625e-03  -1.771154e-03  -2.325417e-03
#> 75    7.007326e-03   1.599731e-03  -1.089194e-03   2.105290e-03   4.881852e-03
#> 76   -1.237026e-03   2.701935e-03   3.534837e-03  -3.450327e-03  -5.487410e-03
#> 77   -5.755731e-04   8.668582e-03  -9.139123e-03   1.614862e-03  -7.051672e-03
#> 78    2.208584e-04   1.885149e-03  -2.450546e-03   3.569989e-03   2.446767e-03
#> 79   -7.954709e-03   3.078892e-03   7.210064e-03  -4.111676e-03   4.785900e-03
#> 80   -1.487017e-03   4.037453e-03   1.888276e-03  -5.119644e-04   4.958293e-04
#> 81   -7.779911e-04   3.441981e-04  -2.715542e-03   3.609001e-03   2.429319e-04
#> 82   -2.611628e-03   3.608318e-03   1.533677e-03   2.069582e-04  -1.002369e-03
#> 83    6.138373e-04   5.767366e-04   1.476126e-03  -4.698749e-04  -9.264887e-04
#> 84   -3.271039e-04   3.363177e-03   7.890133e-04   2.270166e-03   3.335411e-03
#> 85   -1.872567e-03  -1.081599e-03   2.484849e-03  -4.178470e-03   3.245408e-03
#> 86   -1.197824e-03  -7.355734e-04  -1.288647e-03  -1.415392e-03  -1.258565e-03
#> 87    1.717816e-03  -2.931607e-03  -2.973206e-03   6.641438e-04  -1.670876e-05
#> 88    8.075592e-05  -2.359086e-03  -1.086469e-03  -1.222992e-03  -1.519596e-03
#> 89   -1.729372e-04   1.089564e-03  -1.338840e-04   3.192439e-03   4.740547e-03
#> 90    2.715510e-03  -3.294127e-03  -2.867036e-03   1.347894e-03   1.323890e-03
#> 91   -7.343894e-04  -1.150066e-05  -1.815016e-04  -2.541120e-03  -2.788186e-03
#> 92    3.852963e-03   1.776301e-03   2.758052e-03   5.524552e-03  -1.678884e-03
#> 93   -2.732910e-03   6.564813e-04   3.763402e-04   1.073774e-03   2.871995e-03
#> 94    7.224927e-04  -3.880606e-03  -1.064013e-04  -2.630937e-03  -1.237827e-03
#> 95   -2.709594e-03  -5.532213e-03   2.521354e-03   4.620565e-04   4.211161e-03
#> 96   -7.500075e-03   7.402099e-05  -3.244688e-03  -3.407988e-04   5.001870e-03
#> 97    6.871861e-04  -4.745300e-04   6.214694e-03  -3.168124e-03   4.056670e-04
#> 98   -3.096710e-04  -3.807456e-03   5.739661e-03  -1.107349e-03   2.062207e-03
#> 99   -9.132091e-04  -3.291072e-03   2.657109e-03   2.506092e-03   1.716483e-03
#> 100   1.233525e-03   3.354002e-04   3.721066e-04   1.631690e-05   3.867749e-04
#> 101   1.083407e-03   3.308920e-03  -9.017841e-04  -1.659753e-03  -2.988799e-03
#> 102   2.562571e-03  -4.996206e-03   1.311756e-03  -2.650020e-03   6.946772e-04
#> 103   2.631185e-03   3.427767e-03   6.741692e-04  -7.100625e-03   2.993136e-03
#> 104   5.525494e-03   1.932053e-03  -5.069184e-03  -5.299894e-03   2.357112e-03
#> 105  -3.924122e-03  -3.014748e-03   7.253631e-04   1.907607e-03   2.516670e-03
#> 106   3.482173e-03   1.975721e-03  -2.695390e-03  -1.633227e-03   1.292935e-03
#> 107  -1.210482e-02  -4.815831e-03  -5.584918e-03  -6.156695e-03   1.794766e-03
#> 108  -1.098392e-03   6.520735e-04  -7.216384e-04  -2.962218e-03  -2.855167e-03
#> 109  -2.376060e-03  -5.071700e-03   1.115262e-03   3.516187e-03  -1.671372e-03
#> 110  -3.273657e-03   2.072355e-03  -8.185807e-03   1.372624e-03  -1.464729e-03
#> 111   1.374854e-05   3.005596e-03   1.873093e-03  -2.200103e-03   3.106616e-03
#> 112  -4.690959e-03  -5.527193e-03  -4.192044e-03  -2.317864e-03  -5.232582e-03
#> 113   2.044094e-03  -3.469215e-03  -5.401455e-03   3.832382e-03   2.131957e-03
#> 114   2.492975e-03  -8.836099e-03   1.665320e-03   2.403149e-04   1.615022e-03
#> 115  -4.974866e-04  -1.132944e-03  -2.869455e-03   2.910628e-04   2.676974e-04
#> 116  -2.109584e-03   5.510017e-03   1.857630e-03  -3.038083e-03  -3.340680e-03
#> 117   4.072092e-03  -2.962151e-03   9.490647e-04   2.231342e-03   1.524860e-03
#> 118   2.833205e-04   2.412334e-03  -7.530446e-04  -7.625517e-04  -2.695442e-03
#> 119   3.796288e-03  -7.418901e-04  -2.554311e-04   1.091468e-03  -2.075182e-03
#> 120   5.860794e-03  -3.202988e-04  -4.225384e-03   6.021993e-03   3.665569e-03
#> 121  -3.408159e-03  -2.118180e-03  -3.414997e-03  -6.621113e-05  -3.669175e-03
#> 122   1.627647e-03  -1.522872e-03   1.403082e-03  -3.022509e-03   2.029263e-03
#> 123  -2.391645e-03   2.441945e-03   2.357854e-03  -2.390510e-03  -4.977502e-03
#> 124  -1.100294e-03  -1.704082e-03  -1.130873e-03  -2.439154e-03  -3.396054e-03
#> 125   1.395089e-03  -1.839102e-03   2.974025e-03  -1.533534e-03   1.443235e-03
#> 126   3.985982e-03  -3.562594e-03   6.769950e-04   4.868829e-03  -5.265917e-04
#> 127  -1.518404e-03   4.704054e-03   4.340739e-03  -2.374901e-03   2.254454e-04
#> 128   5.682020e-03  -2.134844e-03   4.556229e-03   7.018961e-03  -4.102726e-03
#> 129  -7.693362e-04  -2.385629e-03  -4.851095e-05   2.348352e-04   6.163372e-05
#> 130   7.887868e-03  -1.757145e-04  -6.986547e-04   9.561201e-04   1.111757e-03
#> 131  -2.630726e-03  -2.928672e-03   3.041953e-03   3.187358e-03  -2.352281e-03
#> 132   7.818413e-04   2.184992e-03   1.046138e-03  -3.908364e-03   1.493213e-03
#> 133  -2.872368e-03  -3.088296e-03   1.115212e-03   5.418458e-03  -3.366504e-03
#> 134  -1.053163e-04   1.948464e-03  -3.968498e-04  -1.342801e-03   3.769654e-03
#> 135  -8.184650e-03  -1.568585e-03  -2.182191e-03   2.959256e-04   2.099515e-03
#> 136  -3.731267e-03  -3.441172e-04  -4.491299e-03   2.111595e-03   2.924827e-03
#> 137  -1.164849e-03   2.899351e-03   9.410509e-04   1.256114e-03   3.377593e-03
#> 138  -4.239778e-03  -6.188066e-03  -4.628755e-04   3.559323e-03  -2.692022e-03
#> 139  -1.445819e-03  -1.306335e-03  -5.720859e-04  -2.709006e-03   2.299883e-03
#> 140   3.127593e-03   2.568131e-03   3.338626e-05  -3.127840e-03   3.470725e-03
#> 141   1.901202e-03  -2.183829e-03  -3.170347e-03  -1.692186e-03   3.054122e-03
#> 142   8.218305e-03   1.153014e-03   6.016556e-04  -2.979000e-03   2.111345e-03
#> 143   1.736357e-03  -7.565855e-04   8.368712e-04   4.105757e-03   4.860592e-03
#> 144  -1.806393e-03  -4.934334e-03  -3.207319e-03  -2.977290e-03  -4.066330e-03
#> 145  -7.334442e-04   6.501174e-03  -4.297280e-03   3.030176e-03  -6.784310e-03
#> 146  -1.548725e-03   2.940026e-03  -1.918304e-03   8.338178e-04  -1.931901e-03
#> 147   1.498322e-03   1.782975e-03   3.880663e-03   4.772864e-03   8.975492e-03
#> 148  -4.964802e-03   5.530458e-04   1.450089e-03   9.985945e-03   1.984140e-03
#> 149  -1.311347e-03   1.945950e-03  -7.714050e-05  -3.973875e-03  -1.872254e-03
#> 150   8.231120e-04  -1.868178e-03  -8.081564e-04   6.276085e-03  -2.623883e-03
#> 151   1.906433e-03  -1.734278e-03  -1.475073e-03  -1.828478e-03  -1.904240e-03
#> 152  -2.993494e-04  -2.898573e-03  -5.258793e-03   4.309450e-03   5.613670e-03
#> 153   2.742239e-03  -6.743746e-04   5.980368e-05   6.675246e-04   4.782085e-04
#> 154   1.933273e-03   2.026910e-03   2.930488e-03  -6.363439e-04   8.150267e-04
#> 155  -2.518443e-04  -4.630524e-03   5.626561e-03   8.920196e-04  -3.609524e-03
#> 156   9.583032e-03   5.414785e-03   2.382989e-03   3.051402e-03   4.006146e-03
#> 157   5.054938e-03  -4.335558e-03  -5.363797e-05   2.254706e-03  -1.398947e-03
#> 158  -2.140602e-03  -5.002961e-03   2.097603e-03   1.155438e-02  -1.345736e-05
#> 159   3.031298e-03  -2.739763e-03   6.918554e-03   2.031751e-04  -3.548871e-03
#> 160  -7.437785e-04   1.850472e-03  -3.362506e-03   1.715242e-03  -4.322665e-03
#> 161  -3.681514e-03   2.450193e-03   4.584888e-03  -1.940707e-03   8.380426e-05
#> 162  -4.233320e-04  -1.609657e-03   2.586154e-04  -2.602806e-04  -3.088227e-03
#> 163  -3.812258e-03   3.732097e-03  -4.623426e-04   1.002426e-03   3.104299e-03
#> 164  -3.378659e-03  -1.863325e-03  -5.023482e-04   1.037704e-03  -2.474379e-03
#> 165   8.859888e-04   5.634698e-04   3.573062e-04  -1.002659e-03  -4.850931e-04
#> 166   2.075935e-03  -5.085255e-03  -1.599761e-03  -1.488975e-04   2.163168e-03
#> 167  -1.784347e-03   7.291435e-04  -1.550444e-03   2.920693e-04   4.665429e-03
#> 168   5.208417e-04  -3.569985e-03  -3.802872e-03   2.062084e-03   3.799103e-03
#> 169  -2.333960e-03   3.014638e-03   1.060492e-03  -1.399563e-03  -1.677556e-03
#> 170  -3.888733e-04   3.168687e-03   5.709966e-03   5.062638e-04  -1.507418e-03
#> 171   4.299129e-03  -5.333409e-05   2.341212e-03  -5.838921e-03  -3.362254e-04
#> 172   2.453874e-03   2.756341e-03   1.034116e-04  -5.495321e-04   1.987615e-03
#> 173  -7.559225e-03  -7.775924e-03  -6.271885e-03   2.124809e-03  -3.304819e-03
#> 174   2.576943e-03  -4.908342e-04  -4.024856e-04  -1.936887e-03   6.278122e-04
#> 175   2.634057e-03  -2.990716e-03   8.886545e-04  -9.024924e-03  -1.282674e-03
#> 176  -2.202309e-03   5.764300e-03  -1.601764e-03   7.101126e-03   4.977193e-03
#> 177  -2.404680e-03   7.176784e-04   6.811608e-03  -8.582588e-04  -2.057722e-03
#> 178  -1.403598e-03   5.631628e-04  -1.180975e-03   1.242346e-03  -1.591865e-03
#> 179  -8.303931e-04   6.665367e-04  -2.208668e-03   1.677570e-03  -2.301772e-03
#> 180   1.012038e-03   7.660690e-04  -2.637398e-04  -4.766361e-03   2.239149e-03
#> 181   4.384903e-04  -9.402554e-04  -1.723634e-03  -2.757658e-05  -3.182865e-04
#> 182  -1.029288e-03   2.643021e-03  -1.037005e-03  -1.316634e-03   2.447066e-03
#> 183   9.106760e-05  -2.317910e-03   2.556162e-03  -5.511665e-04   1.176970e-03
#> 184  -1.832710e-03   3.784577e-03   2.499567e-03  -6.554628e-04  -5.754275e-03
#> 185  -2.005769e-03  -1.032908e-03   8.671766e-04  -1.057813e-03  -3.483179e-03
#> 186   2.443361e-04   2.579941e-03  -8.498969e-04   2.617768e-03   4.084316e-03
#> 187   4.184157e-03  -6.423932e-04  -1.572674e-04   2.550626e-03  -3.306291e-03
#> 188  -9.109821e-04  -1.467657e-04  -1.390558e-03  -7.717434e-04   5.422441e-03
#> 189  -3.741584e-03  -9.255386e-04   6.759588e-04   7.091558e-04  -3.985273e-03
#> 190   6.071664e-03  -3.585144e-03  -2.825792e-03  -4.308260e-03  -3.656152e-03
#> 191  -2.505797e-03  -4.368568e-03   3.377226e-04   5.715341e-03  -9.005510e-04
#> 192  -2.231627e-03  -2.469695e-04  -2.045605e-03  -1.076086e-03   3.585944e-03
#> 193   1.925740e-03  -1.276518e-03  -1.759248e-03   2.035711e-03   1.034735e-03
#> 194  -1.259790e-03  -1.881316e-03  -4.660254e-03  -3.236532e-04   3.013594e-03
#> 195  -1.619657e-03   2.394184e-03  -1.923399e-03   4.584832e-03  -1.124237e-03
#> 196  -5.177011e-04   9.396143e-04  -2.299060e-03  -3.039723e-03   3.027287e-03
#> 197  -3.397641e-03  -1.335933e-03  -2.210095e-03   2.405476e-03  -1.208029e-03
#> 198  -1.745943e-03  -8.225315e-04  -6.195166e-04   1.952032e-03  -5.097613e-03
#> 199   5.576565e-03   1.510547e-03   7.247707e-05  -1.189200e-03  -4.775959e-03
#> 200   4.534389e-04   2.277445e-03   2.357729e-03  -3.053862e-03   1.515876e-03
#> 201  -1.258758e-05   6.147527e-03  -6.682932e-03  -4.954119e-04   3.268626e-03
#> 202   3.250099e-03  -7.748832e-04  -3.454194e-03  -1.336017e-04   7.985582e-04
#> 203  -2.970651e-05  -3.496099e-04  -3.056925e-03  -1.801435e-03  -8.740188e-03
#> 204   3.639850e-03  -5.291342e-03   1.379708e-03  -3.912621e-04  -5.409690e-05
#> 205  -2.063453e-03  -2.951079e-03   3.399204e-03  -6.281069e-04   6.214449e-03
#> 206   1.820428e-03  -6.885816e-03   5.187024e-03  -1.710085e-03   1.496544e-03
#> 207   6.361129e-03  -3.695896e-03  -1.166510e-03   1.292365e-03  -5.973874e-03
#> 208  -3.950122e-03   6.832207e-04   5.675472e-04   3.435698e-04  -3.688756e-04
#> 209   2.457846e-03  -4.911067e-04   2.875092e-03  -3.988460e-03   3.945251e-03
#> 210   2.432162e-03  -2.426606e-03   2.465736e-03  -3.150488e-03  -4.810121e-03
#> 211   7.335602e-03   4.057715e-03  -1.654821e-03   3.971754e-03  -3.573106e-03
#> 212   2.012331e-03  -1.461234e-03   1.335494e-03   1.083252e-03  -1.151489e-03
#> 213   1.836669e-03   7.366086e-03  -1.206284e-02   5.992731e-03   1.571277e-03
#> 214  -5.488446e-04  -1.935234e-03  -3.224694e-03   1.480839e-03  -8.411313e-04
#> 215   4.957603e-04   3.492720e-03  -1.883517e-03  -5.288469e-04  -5.136218e-04
#> 216   4.645359e-04  -1.433728e-03  -5.669895e-04  -7.868065e-04   2.699623e-03
#> 217   2.190064e-03  -3.243180e-03  -3.961751e-03   3.315392e-03   4.367518e-03
#> 218  -2.119468e-04  -2.795700e-03   6.346650e-03  -4.072729e-04   6.202213e-03
#> 219  -3.393823e-03  -3.908388e-03   6.234017e-03   2.457463e-03  -1.085047e-03
#> 220   1.670500e-03  -8.015833e-04   3.861168e-04   8.252492e-04   4.112922e-04
#> 221   2.674811e-03   4.975574e-03   5.394685e-03   2.482633e-03  -1.389687e-03
#> 222   7.249197e-04  -7.701205e-03   5.365822e-03   1.537902e-03  -2.635456e-03
#> 223   2.545199e-03   4.562665e-03   1.225791e-03  -1.955070e-03  -3.803999e-04
#> 224   8.030442e-03   3.149556e-03   2.328104e-03   3.074164e-03  -3.075986e-03
#> 225  -1.275137e-03  -1.406542e-03  -3.873284e-03   1.156114e-03  -1.669232e-03
#> 226   2.860304e-03   3.423053e-03   1.420899e-03  -4.588679e-03   2.301069e-03
#> 227  -3.118676e-04  -4.361582e-03   3.358503e-03  -1.427802e-04  -1.950367e-04
#>     pca_factor_156 pca_factor_157 pca_factor_158 pca_factor_159 pca_factor_160
#> 1    -4.853866e-03  -2.376922e-03  -6.463849e-04   1.627149e-03  -4.742759e-03
#> 2     1.944009e-04  -1.205179e-03   1.937617e-03  -6.414849e-04   2.928884e-04
#> 3     8.236737e-04  -1.426107e-03  -1.095745e-03  -1.324605e-03   6.462936e-04
#> 4     5.116472e-03   3.205802e-03  -2.144905e-03  -1.938345e-03  -1.931808e-04
#> 5    -1.985204e-03  -1.309246e-03  -1.770396e-04  -1.474628e-03  -7.331362e-04
#> 6     7.113196e-04  -4.014299e-03   2.532625e-04  -1.132708e-03  -5.936229e-03
#> 7     3.003293e-03  -1.972461e-03   1.237347e-03  -4.666100e-03   9.655061e-05
#> 8     1.434082e-03  -4.510042e-03  -1.581722e-03   1.897851e-03  -3.067707e-03
#> 9     4.586927e-04   2.700216e-03   1.516062e-03  -1.571995e-03   9.844876e-04
#> 10    3.933350e-08   5.964101e-03  -9.023446e-04  -2.226576e-03  -1.049207e-02
#> 11    2.630334e-03  -2.344202e-04  -2.528268e-04   3.010577e-03  -3.534622e-04
#> 12    1.975572e-03   2.951512e-04  -3.355578e-03   8.109740e-04  -1.212864e-03
#> 13   -5.155872e-03  -3.979894e-03   5.395625e-04  -1.365478e-03  -9.019752e-04
#> 14   -6.555610e-04   4.635281e-04   8.445734e-04  -3.420825e-03  -1.017741e-03
#> 15    3.457829e-03   1.376253e-03   1.240992e-03   5.123341e-05  -1.125156e-03
#> 16   -9.268252e-04  -2.210345e-05   1.921839e-04  -3.852805e-03  -3.005810e-03
#> 17    1.215028e-04   3.887067e-03  -6.491957e-03  -3.252745e-03  -3.558761e-03
#> 18    1.474568e-03  -6.247333e-03   4.205391e-03   2.104667e-04   2.800223e-03
#> 19    3.261221e-04   5.344204e-04   7.735270e-04  -5.472416e-04   1.379045e-04
#> 20    3.135945e-03  -3.585096e-04  -3.521289e-03  -5.613506e-03   2.172711e-03
#> 21   -7.663682e-04  -4.225291e-03  -1.838903e-03  -2.584325e-03  -2.201080e-03
#> 22    2.065589e-03  -4.935702e-03   1.053428e-03   1.915737e-03   2.843599e-04
#> 23   -1.811415e-03  -1.054182e-03  -3.184846e-06   2.300274e-03  -5.267841e-03
#> 24   -5.105590e-03  -5.531389e-03   2.883521e-04  -4.181296e-04   4.631528e-04
#> 25    4.786157e-03  -1.975018e-03   1.117048e-04   3.208831e-03   6.355663e-03
#> 26   -3.370551e-03   6.033737e-03   7.423573e-04  -2.699848e-03   1.214250e-03
#> 27   -1.032261e-03  -2.922124e-03   3.091458e-03   1.866221e-03  -1.214045e-03
#> 28   -1.285111e-03  -5.324655e-03  -2.084407e-03  -3.245601e-04   4.848475e-03
#> 29   -4.081549e-04  -1.735407e-04   8.081209e-04  -1.129212e-03  -1.490651e-03
#> 30   -4.177136e-03  -4.999234e-03  -1.930429e-04  -4.122085e-03  -1.218171e-03
#> 31    7.021042e-03  -7.725839e-04   6.159902e-03  -5.564732e-03  -2.949588e-03
#> 32   -2.083201e-03  -3.635597e-03  -1.763287e-03   4.948776e-04   1.740948e-03
#> 33    5.798993e-03   4.537171e-03   5.182840e-03   3.774794e-03  -2.384808e-03
#> 34   -3.436055e-04  -6.198655e-04   9.914554e-04   1.336934e-03  -2.194437e-03
#> 35   -2.066597e-04   2.834410e-06  -2.007783e-03  -1.840639e-03  -2.579577e-03
#> 36    1.581659e-03  -8.130471e-04   3.142460e-04  -8.245049e-04   3.427329e-03
#> 37   -8.557670e-04   8.902467e-04  -1.161608e-03   1.345980e-04   1.710210e-03
#> 38   -9.935666e-04  -3.784935e-03  -4.012849e-04  -2.040533e-03   3.290917e-03
#> 39   -4.377069e-03   2.883512e-03   2.264487e-03  -7.725946e-06  -1.141663e-03
#> 40    9.700001e-04   1.995839e-04  -5.222040e-03  -5.901602e-03   1.863175e-03
#> 41    1.933195e-04  -4.043850e-03   9.558698e-04  -5.727833e-04   6.055183e-04
#> 42   -4.933638e-03   4.030546e-04   7.061272e-03  -4.680072e-03   1.883954e-03
#> 43    5.935385e-03  -2.045736e-03  -4.995238e-03   4.803790e-04  -7.867726e-05
#> 44    1.199356e-04   1.022905e-04   1.605162e-03   1.284274e-03  -4.308587e-03
#> 45    4.064739e-03  -2.849868e-03  -5.867643e-03  -3.686831e-03  -1.665821e-03
#> 46    4.206204e-03   1.483894e-03   4.224347e-03  -2.961149e-04   9.830186e-04
#> 47   -1.258667e-03  -3.731230e-03  -5.068696e-04   1.435829e-04  -9.590586e-04
#> 48    1.395395e-03  -3.290041e-03   4.840672e-03  -2.683346e-03  -5.767398e-04
#> 49   -8.862149e-04  -1.002046e-03  -1.131716e-04  -4.440705e-05   2.237823e-03
#> 50   -1.872994e-03  -4.013396e-03   5.859718e-03   5.902389e-04   2.426927e-03
#> 51   -3.158080e-03   4.500436e-03  -3.210426e-03   8.380456e-03   4.867909e-03
#> 52    7.862601e-03   1.695294e-04  -4.790568e-03  -1.017088e-03   1.300198e-03
#> 53    3.330523e-03  -4.136038e-03   3.159281e-03   1.003094e-03   2.114056e-03
#> 54   -5.821210e-04   2.046764e-03   4.108345e-03   1.923081e-03   4.287055e-03
#> 55    5.911311e-03  -4.545522e-03   4.095454e-04   2.744431e-03   3.949536e-03
#> 56    1.646774e-03  -9.827388e-04   3.599814e-04   2.129824e-03   8.479029e-04
#> 57   -5.531233e-03   9.609294e-03  -3.749893e-03  -4.504124e-03   7.666600e-03
#> 58    2.430591e-03   1.303034e-03  -8.842809e-04  -9.459196e-04  -3.854441e-03
#> 59   -6.345698e-03  -4.112037e-03  -2.737026e-03  -2.512707e-03  -9.962130e-05
#> 60   -6.512363e-03   3.065734e-03   2.177681e-03  -3.105378e-03  -4.344452e-03
#> 61   -2.456829e-03   1.803531e-03  -3.514499e-03  -6.344090e-04   1.546859e-03
#> 62    1.516044e-03   2.012086e-03   2.226822e-03   2.557105e-03   2.357312e-04
#> 63   -1.526719e-03   1.560723e-03   5.899346e-03  -1.802327e-03   9.487115e-04
#> 64   -1.094405e-03   2.169403e-03  -1.928488e-03   2.906541e-04   7.335295e-04
#> 65    6.298702e-04   1.926479e-03  -3.477780e-03   1.556774e-03  -2.180497e-03
#> 66   -2.323778e-03  -1.822892e-03   1.169559e-03   4.446504e-03  -3.058636e-03
#> 67    1.635612e-03  -2.383601e-03  -1.153293e-03  -2.231590e-03  -2.993149e-04
#> 68   -1.468595e-03  -3.638519e-03   1.000411e-03   3.352762e-03   4.496927e-04
#> 69    4.185655e-03   1.297924e-03  -1.242982e-03  -9.830707e-04  -1.814427e-03
#> 70   -3.151524e-03   1.599406e-03  -5.122782e-04  -1.268990e-03  -2.007427e-03
#> 71    1.264073e-03  -2.728067e-03  -8.155973e-04  -4.442818e-04  -2.444209e-04
#> 72    3.382006e-04   1.626282e-04   3.662016e-04   6.679866e-03   2.232727e-03
#> 73   -2.160986e-03  -2.718608e-03  -3.402679e-03   7.141114e-03   5.582679e-04
#> 74   -2.716280e-03   2.911149e-03  -3.114897e-03   8.225413e-03   4.621128e-03
#> 75   -1.535155e-03   7.341655e-04   6.090484e-03   4.556949e-03   6.386650e-04
#> 76   -1.372478e-03   2.739032e-03   2.418127e-03  -1.672239e-03   2.175435e-03
#> 77   -5.394865e-03  -5.200712e-04  -7.186614e-03   7.317881e-03   1.593350e-04
#> 78    1.852818e-04   2.017575e-05  -1.852326e-04   1.683944e-03   1.674298e-03
#> 79    5.648726e-03   3.243399e-03   1.231367e-02   4.480193e-03  -4.096561e-03
#> 80    1.998836e-04   7.060880e-04  -2.017799e-03   1.083369e-03   2.975079e-03
#> 81   -1.648073e-03  -4.609102e-04  -2.156088e-03  -1.082683e-03   7.435464e-04
#> 82   -5.679546e-04   9.958522e-04  -7.062196e-04  -7.236084e-03  -2.718159e-03
#> 83   -2.293145e-03  -4.172749e-03  -1.383948e-03   3.661592e-03  -6.325695e-03
#> 84   -2.920641e-03  -2.244199e-03  -3.618177e-03  -1.042533e-03   1.591029e-03
#> 85   -4.478876e-03   5.605594e-03  -7.068637e-04  -2.923360e-03  -3.011522e-03
#> 86    3.231265e-03  -7.645639e-05  -2.190298e-03   1.153283e-03   6.893982e-04
#> 87    2.730495e-03   7.521980e-03  -4.755319e-03   3.147695e-03  -2.940096e-03
#> 88    6.538417e-03  -2.856337e-03  -2.022643e-03   1.987644e-03   3.834447e-03
#> 89   -6.867125e-04  -1.723384e-03   1.387553e-05   1.851709e-03   1.624182e-03
#> 90    1.005221e-03  -4.616946e-04   1.830860e-03   5.100463e-03   6.213001e-04
#> 91    1.488431e-03  -8.758816e-05   9.936869e-04   8.409838e-04   1.090438e-03
#> 92   -2.019790e-03   1.622606e-03  -6.563555e-04  -2.057557e-03  -2.836779e-03
#> 93    2.901913e-03   2.342877e-03   2.902659e-04  -2.212433e-03  -1.164858e-03
#> 94    8.767593e-04   1.084345e-03   2.957936e-04   1.141311e-03  -8.264436e-03
#> 95    5.274018e-04   3.390214e-03   1.147517e-03   5.913925e-04   1.728308e-03
#> 96   -5.497735e-03   2.776840e-03  -1.686939e-03  -5.326067e-04   5.426471e-03
#> 97   -2.393575e-03  -6.217414e-03  -2.708619e-03   6.872840e-03  -1.856841e-03
#> 98   -1.140648e-03   2.480443e-03   6.658435e-03   8.451675e-04  -5.050897e-03
#> 99    5.559192e-04   2.175038e-03   4.728687e-05  -1.677622e-03   2.842836e-03
#> 100   9.626341e-04   3.347687e-03  -5.239316e-04   4.265811e-04   3.408345e-03
#> 101  -1.404763e-03  -1.196972e-04   1.542819e-03  -1.776786e-03   1.376268e-03
#> 102   1.390506e-03  -2.044857e-03   1.968804e-03  -1.345215e-03   2.508434e-03
#> 103   2.443824e-03  -6.019097e-04  -1.355755e-03   4.847381e-03  -3.689613e-03
#> 104  -2.742246e-03  -7.786013e-03   1.881208e-03   6.770175e-04  -2.344436e-03
#> 105  -1.858608e-03   4.234595e-04  -9.189665e-04   7.553817e-04  -2.613226e-04
#> 106  -1.556430e-03  -4.859777e-03   2.836054e-04   6.505251e-04  -3.322298e-04
#> 107  -2.167200e-05  -1.627691e-03  -1.661781e-03   4.613788e-04  -4.423210e-03
#> 108  -1.890917e-03   3.875765e-03  -3.435855e-04   1.594430e-03   1.234458e-03
#> 109  -3.464459e-03   4.531563e-03  -2.477981e-03  -4.216438e-04   2.676346e-03
#> 110   1.130622e-03  -3.562718e-03   1.806454e-03  -1.260183e-03  -3.560612e-03
#> 111   1.350349e-03   7.285247e-03   2.143080e-03   1.498157e-03   4.342846e-03
#> 112  -3.175632e-04  -1.004781e-03   2.051588e-03  -9.042887e-05   1.348399e-03
#> 113  -1.945563e-03  -9.093164e-04  -1.266502e-03  -4.566246e-04   1.363614e-03
#> 114  -1.526143e-03  -3.131305e-03  -6.896769e-04  -2.970432e-03   4.474145e-03
#> 115  -1.125281e-03  -2.232597e-03   7.304765e-04  -2.681853e-03  -5.214337e-03
#> 116   3.384004e-03   1.269624e-03   1.835337e-04   2.332297e-03  -7.655579e-04
#> 117   3.842927e-03  -4.266195e-04   1.099735e-03   4.419115e-03  -1.716901e-03
#> 118   1.455003e-03   1.075282e-03  -4.567340e-03  -1.723642e-03   2.162625e-03
#> 119   3.636473e-03   1.798941e-05  -3.159557e-03  -2.217053e-03   2.435028e-03
#> 120  -4.589473e-03   9.989246e-03   5.961298e-03   6.822405e-03   1.994125e-03
#> 121  -2.397012e-03   1.812007e-03  -6.344276e-04  -1.646958e-03   8.206477e-04
#> 122   1.836616e-03  -8.578883e-04   8.364475e-04  -1.074324e-03  -1.706942e-03
#> 123  -1.483812e-03  -2.617534e-03   1.597327e-03  -3.517384e-03  -6.911957e-04
#> 124   2.935617e-03   2.310520e-03   6.865079e-04  -2.815171e-03   2.071499e-03
#> 125   3.271275e-03   1.684313e-04   3.022731e-03  -5.053547e-03  -3.378889e-03
#> 126   5.646598e-03   6.683537e-03   7.830166e-04  -5.184602e-03   2.419330e-03
#> 127   3.618467e-03  -6.931116e-04   1.716394e-03   2.138085e-03  -1.730386e-03
#> 128  -9.258504e-04   1.087352e-03   1.053387e-03  -4.559565e-04  -2.402655e-03
#> 129   4.678412e-04  -2.318445e-03   2.596337e-03  -2.332302e-03   2.707026e-03
#> 130   5.510579e-03   1.140436e-03  -7.753284e-04  -1.144691e-04  -4.267087e-04
#> 131  -1.826131e-03  -1.008250e-03   1.170141e-03   5.303301e-04  -2.420714e-04
#> 132  -4.729586e-03  -1.772248e-04  -1.465748e-03  -1.502628e-03  -1.935669e-03
#> 133   2.295106e-04   5.289997e-04   1.992536e-03   1.347336e-03   1.424874e-03
#> 134   2.925387e-03  -2.487917e-03   3.955325e-03   1.299480e-03  -1.992694e-03
#> 135  -4.578369e-04   3.196424e-03   1.090667e-03   1.151252e-03   8.954080e-05
#> 136  -4.343209e-03   3.351002e-03   6.308250e-04   9.326120e-04   8.503893e-04
#> 137   5.344563e-03  -1.654916e-03  -4.784680e-03   1.140710e-03   4.233249e-03
#> 138  -2.103063e-03  -6.061607e-03   6.466276e-03  -5.684528e-04   1.586376e-03
#> 139   1.804004e-03   3.771271e-03  -2.552065e-03  -1.032195e-04  -3.974659e-03
#> 140   6.733191e-04   2.847638e-03   5.810555e-04  -4.585110e-04  -4.930109e-04
#> 141   2.744504e-03  -1.792525e-04  -4.210067e-03   2.980645e-03   1.636014e-03
#> 142   3.477969e-04   2.778596e-03  -4.982109e-04   1.940017e-03   1.112123e-03
#> 143  -1.087409e-03  -1.398649e-04   9.804209e-04   6.103338e-03  -5.406168e-03
#> 144   3.891448e-03   4.918861e-03   3.723949e-03   4.049261e-03   4.104447e-04
#> 145  -2.811139e-03   3.558770e-03  -2.120736e-03   2.322647e-03   4.290145e-03
#> 146  -1.045331e-04   1.348306e-03  -6.547015e-04   8.475609e-04   8.282840e-04
#> 147  -9.267203e-04  -3.300310e-03  -1.545652e-03  -1.381258e-03   3.592696e-03
#> 148  -1.659922e-03  -4.661609e-03  -2.831037e-04   2.008326e-03  -7.325132e-04
#> 149   9.109038e-03  -1.497201e-03  -1.593434e-03  -3.382892e-03  -1.733807e-03
#> 150   5.478822e-03   3.186872e-03   5.633349e-04   1.697957e-03   2.782258e-03
#> 151  -2.242281e-03  -2.965534e-03   8.347296e-03   3.968322e-03  -1.246521e-03
#> 152  -8.151532e-03   4.797730e-03  -2.463488e-04   1.422418e-03  -1.642541e-03
#> 153   1.116510e-03  -8.813804e-04  -3.627638e-04  -1.204415e-03  -5.223170e-04
#> 154  -2.622680e-03   1.963164e-05   2.916050e-03  -3.561978e-03   4.523459e-04
#> 155  -4.449649e-03  -5.118898e-03  -2.309226e-03  -1.649156e-03   8.732510e-05
#> 156  -3.307852e-03   6.849762e-05  -8.709846e-04   1.088432e-03   4.832410e-04
#> 157  -2.158711e-03  -8.160204e-04  -1.692581e-03  -4.380732e-03   1.748245e-03
#> 158   5.049436e-03   2.789823e-03  -3.812474e-03   5.202329e-03  -8.625938e-03
#> 159  -8.068152e-04  -9.259923e-04  -3.996949e-03   2.682508e-04   1.527504e-03
#> 160  -8.193662e-04   1.743100e-03   3.521493e-04   1.367533e-03   1.905399e-03
#> 161  -1.375416e-03   2.017927e-03   1.571476e-03   2.401190e-03   2.033118e-03
#> 162  -3.445437e-04   5.166426e-03  -7.749707e-04   2.333089e-03   2.474048e-03
#> 163   3.055697e-03   5.566562e-03   4.519623e-03  -5.295539e-03   5.851318e-04
#> 164   2.169223e-04  -4.594197e-03   4.360584e-03   2.310292e-03   1.983215e-03
#> 165  -2.549975e-03   4.394302e-04  -2.066758e-03   1.894597e-03   1.964811e-03
#> 166  -1.397541e-03   8.742438e-04  -2.419560e-03   6.870236e-04  -1.730607e-03
#> 167   7.595192e-04  -2.404800e-03  -2.656141e-03   8.582398e-04   1.309875e-03
#> 168   2.150117e-03  -4.268606e-03   5.447096e-03  -4.050457e-03  -7.729798e-04
#> 169  -7.157370e-03  -1.679942e-04   5.596444e-03  -1.230881e-03   2.672006e-03
#> 170  -3.979102e-03   3.653004e-03  -5.873353e-03  -7.276887e-03  -4.598549e-03
#> 171   1.866135e-03  -2.958478e-03  -1.753331e-04   1.284716e-03  -2.737835e-03
#> 172  -6.072361e-03   4.483213e-03   3.638871e-03  -4.084688e-04  -4.338732e-03
#> 173   8.332526e-03  -5.430616e-03  -5.247885e-03   3.159600e-03  -2.299073e-03
#> 174  -3.579102e-04  -1.337312e-03  -8.251283e-04  -2.622398e-04  -1.677135e-03
#> 175  -1.640364e-03  -2.471056e-03   1.500431e-03   2.862381e-03   5.989789e-04
#> 176  -1.890740e-03  -1.340870e-03   6.452435e-04  -7.855434e-04  -1.961545e-03
#> 177   3.054970e-04  -3.143145e-03   2.659218e-03  -1.045472e-03   4.004421e-03
#> 178  -7.446884e-04   1.142840e-03   7.419262e-04  -3.585136e-04   8.123857e-04
#> 179   1.749386e-03   3.009268e-03   9.982117e-05  -6.250439e-05  -7.255966e-04
#> 180   1.663073e-03  -2.418451e-04  -1.540479e-03  -4.980887e-04  -1.354632e-04
#> 181  -3.670316e-03  -2.908733e-03  -1.011332e-03   1.534163e-03  -2.075355e-03
#> 182  -1.798166e-03  -3.973934e-03  -4.091929e-03  -1.936133e-03   3.954077e-03
#> 183  -5.387076e-03  -3.437840e-03  -2.080304e-03  -7.098945e-03  -4.530723e-03
#> 184   2.754036e-04  -2.287379e-03   4.088519e-03  -1.824201e-03   2.715926e-03
#> 185  -1.478597e-05  -3.091105e-03  -1.550298e-03   8.109874e-04   5.344768e-04
#> 186   3.492168e-03   1.692610e-03   5.355987e-05  -2.362592e-03   6.257542e-03
#> 187  -1.983223e-03   3.881848e-04   2.310889e-03  -2.588983e-03   1.695045e-03
#> 188   2.189649e-03   9.316633e-04   1.591825e-04  -1.096722e-03  -1.242787e-03
#> 189  -7.498716e-04   4.058857e-03  -4.266209e-04  -2.972671e-03   1.575031e-03
#> 190  -2.670648e-03   2.852918e-03   3.584475e-03  -9.813576e-05  -7.307956e-04
#> 191  -3.138471e-03   1.888819e-03  -1.166905e-03  -2.749725e-03  -6.262156e-04
#> 192  -1.862128e-03   1.065545e-03  -4.245801e-03   4.637366e-04  -4.567282e-03
#> 193   1.296268e-03   8.919431e-04  -2.744934e-03  -3.235146e-03   1.306144e-03
#> 194  -2.289950e-03  -4.246038e-03  -1.205480e-03  -3.299911e-05   5.534862e-03
#> 195   1.794290e-03   6.423356e-04   1.431877e-03  -2.668488e-03   1.141621e-03
#> 196   4.189959e-04   2.289733e-03  -1.184745e-03   1.449566e-03  -7.491749e-04
#> 197  -6.486387e-03  -1.122842e-03   2.613376e-03  -1.622730e-03  -1.232069e-03
#> 198  -2.943740e-04   2.873283e-05  -1.748418e-03  -3.886343e-04   1.169166e-04
#> 199  -2.820152e-03  -3.213332e-03  -7.606462e-04   3.531704e-03   2.839291e-03
#> 200   1.375741e-03  -1.721399e-03   5.829544e-04  -2.080555e-03   3.082814e-03
#> 201   1.656462e-03   3.821971e-05   7.151363e-04   2.556432e-03   1.863128e-04
#> 202  -8.758400e-05  -3.279633e-03   3.773811e-04   7.300214e-04  -2.838217e-04
#> 203   4.173616e-03  -2.473045e-03  -2.287019e-03  -8.936081e-04   2.810608e-03
#> 204   5.604901e-04  -5.580834e-04   6.598124e-04  -7.758551e-04  -2.778807e-03
#> 205   2.794189e-03   2.145729e-03   4.738041e-03   1.066927e-03   3.041562e-03
#> 206  -3.243212e-03  -2.016885e-04  -3.636601e-03   2.558047e-03   3.097750e-04
#> 207  -3.486510e-04   2.133026e-03  -3.843053e-03  -6.718809e-05  -5.267248e-03
#> 208  -1.058470e-03  -9.465089e-04  -1.212004e-03   7.707111e-04   1.108609e-03
#> 209   5.082702e-03  -1.901258e-03   2.870938e-03  -9.811236e-04  -1.162038e-03
#> 210  -4.918275e-03   1.035579e-03  -9.339492e-04   5.567558e-03  -3.818393e-03
#> 211   5.370637e-03   2.757062e-03  -1.833104e-03   3.604656e-03   2.944222e-04
#> 212   3.224564e-04   9.779808e-04   1.193701e-03  -8.113453e-04  -1.288201e-03
#> 213   6.169584e-03   2.379116e-03   4.539812e-03  -9.815623e-03  -4.087406e-04
#> 214   3.838168e-05  -1.461813e-03  -7.066556e-04  -6.882121e-04   4.398410e-03
#> 215  -1.453865e-03   4.890020e-04   1.990336e-03   1.493089e-03   1.750412e-03
#> 216  -2.562369e-04   3.667718e-03   2.219040e-03   2.245733e-03  -2.185459e-04
#> 217   8.317012e-04   1.587900e-03  -4.409876e-03  -1.768663e-03   6.533051e-04
#> 218   1.492344e-03   2.807708e-03   2.051070e-03  -4.266296e-04   3.348205e-03
#> 219   8.895017e-04   2.453734e-03  -1.841364e-03   1.773389e-03   1.462543e-03
#> 220  -2.050219e-03   1.021662e-04   2.810471e-03  -2.472192e-03   5.132269e-04
#> 221   3.689345e-03  -1.151169e-03  -6.651314e-03   3.947177e-04  -2.775670e-03
#> 222  -3.823426e-03   3.577850e-03  -5.915846e-03  -2.134860e-03   8.031265e-04
#> 223   3.963635e-03   3.450834e-03  -3.596477e-03   3.669040e-03  -4.054392e-03
#> 224   6.219219e-04   4.912639e-04  -4.309987e-03  -3.505026e-03   1.253227e-03
#> 225   3.704540e-04   1.319481e-03   2.557329e-03   1.612483e-03  -3.591504e-03
#> 226   9.078127e-04   2.884516e-03   2.640153e-03   6.202132e-04   1.465078e-03
#> 227  -1.020245e-03  -1.552814e-03  -1.763759e-03   1.618594e-03   2.697262e-03
#>     pca_factor_161 pca_factor_162 pca_factor_163 pca_factor_164 pca_factor_165
#> 1     2.160639e-03  -1.625107e-05  -3.630403e-03  -6.836676e-04  -3.821733e-03
#> 2    -8.929483e-04   5.072323e-04  -1.302898e-04   3.842730e-04  -4.834914e-05
#> 3    -1.640949e-03   7.725987e-03   4.419923e-03   8.145663e-04  -3.135122e-03
#> 4    -1.845291e-04   2.265563e-03  -2.004107e-03   2.342475e-03   1.096546e-03
#> 5     1.090531e-03  -5.241624e-04  -5.648413e-04   8.161844e-04  -1.878067e-03
#> 6    -1.129247e-03   9.556222e-04   2.786534e-03  -1.083517e-03   6.369167e-03
#> 7     1.186095e-03  -2.031242e-03   1.952764e-03  -3.238797e-03   4.267134e-03
#> 8     1.298419e-03   3.003245e-03   3.233728e-03   2.586224e-03   1.427801e-03
#> 9     2.360801e-03  -2.836796e-03  -3.292916e-03   1.160389e-03  -4.068401e-04
#> 10   -1.425774e-03   8.437654e-04  -6.571226e-04  -2.007759e-04  -6.778638e-04
#> 11   -4.413563e-03  -7.823070e-03  -1.682398e-03   2.083640e-03   2.210990e-03
#> 12   -2.543890e-03  -1.726840e-03   1.558320e-03   1.940216e-03  -2.400114e-03
#> 13    1.230468e-03  -7.667877e-04  -1.079748e-03   3.050787e-03   2.934449e-04
#> 14   -1.205075e-02   2.150088e-03  -2.131582e-03   8.204646e-03   1.851415e-03
#> 15    1.155802e-03  -3.413398e-03  -1.672735e-03   8.735365e-04   1.341283e-04
#> 16    8.636234e-04   3.486170e-03   9.079823e-04  -1.758974e-03  -5.472946e-04
#> 17   -9.479441e-04   3.480279e-04   2.756683e-04  -1.175524e-03   1.694223e-03
#> 18    1.257449e-04   1.850086e-03   9.088690e-04   4.995522e-04  -2.147450e-03
#> 19   -2.091623e-04  -9.505949e-04  -1.581518e-03  -7.732919e-04  -1.297147e-03
#> 20    1.630595e-03  -2.054039e-03  -2.194423e-04  -1.466759e-03  -1.955661e-03
#> 21   -4.167454e-03  -5.170578e-04  -5.613404e-04  -1.108206e-03  -6.816385e-04
#> 22   -1.057224e-03   1.012692e-04   4.369693e-03  -6.310157e-04   3.780879e-05
#> 23    1.725555e-03   1.623940e-03  -1.246692e-03  -3.949439e-04   1.289625e-03
#> 24    2.374789e-03  -5.413226e-03  -9.364565e-04   4.847835e-03   6.116345e-04
#> 25   -1.851819e-03  -5.983276e-03   2.856096e-03   3.790339e-03  -1.438281e-03
#> 26    1.645956e-03   2.641886e-03  -4.053956e-03   1.095902e-03  -4.847830e-04
#> 27    3.306075e-03  -4.167939e-03  -5.029200e-04   2.648665e-03   1.989207e-03
#> 28   -8.595766e-04   2.372717e-03  -5.962766e-03  -2.934862e-03   2.123196e-03
#> 29    9.504780e-04  -1.872733e-04  -7.269793e-04  -8.958437e-04  -6.208337e-05
#> 30    1.682303e-03  -2.404731e-03   4.081583e-03   6.216393e-04   2.735856e-03
#> 31    2.351733e-03  -1.936682e-03   3.449977e-04   3.917252e-04  -1.047435e-03
#> 32    1.435736e-04   9.860745e-04  -5.015492e-04  -1.023904e-03  -2.142803e-03
#> 33   -2.227871e-04  -1.079741e-03  -2.229957e-04   2.978398e-03   1.949279e-03
#> 34    4.856149e-04  -3.157801e-03   1.407850e-03   8.057469e-04  -3.943893e-04
#> 35    5.978028e-03  -2.818469e-04  -1.817124e-03   3.138245e-03   4.979152e-04
#> 36   -2.771894e-03   2.057916e-03  -3.637424e-03   9.895163e-04   8.264179e-04
#> 37   -1.401933e-03   1.145709e-03   5.154725e-04  -8.781219e-04   6.632087e-04
#> 38    1.480798e-03  -1.368218e-03  -1.538226e-03   5.679634e-03   4.994156e-04
#> 39   -1.115902e-03  -5.289838e-03   5.071518e-04  -2.875423e-03  -1.454100e-03
#> 40   -4.847736e-04  -1.685826e-03   3.017155e-03  -1.131390e-03  -1.524449e-03
#> 41    2.137405e-03   2.646230e-05   1.043281e-03   3.380469e-03   1.270403e-03
#> 42   -2.631706e-03   4.011473e-03   8.646421e-04  -3.858757e-03   1.207754e-03
#> 43   -1.100228e-03  -7.554313e-04   1.174082e-03   1.524528e-03   5.997368e-05
#> 44   -9.935013e-04  -5.222353e-04   1.044700e-03  -1.498869e-03  -7.138239e-04
#> 45   -4.229148e-03  -1.597664e-03   4.728914e-03  -6.023794e-03   1.693606e-03
#> 46   -2.388690e-03   3.249690e-03  -1.286745e-03  -4.655274e-03   6.691926e-04
#> 47   -1.169233e-04  -7.048287e-04  -1.107250e-05  -4.204965e-05   2.972624e-03
#> 48   -2.753315e-03   2.723130e-03   8.919744e-04  -6.015437e-04  -2.840204e-03
#> 49    6.587035e-04   4.575326e-04  -8.833046e-05   1.021332e-03   4.577023e-03
#> 50    2.596827e-03   2.434570e-03   3.178128e-04  -3.097880e-03   2.173685e-04
#> 51    2.372170e-03   6.630585e-04   3.246265e-03  -4.364874e-03   1.633089e-03
#> 52    1.840346e-03   8.862640e-04  -2.262744e-03  -7.220746e-04   3.979929e-03
#> 53    2.577950e-03  -1.088359e-03  -2.809904e-03   6.852581e-04  -6.011767e-04
#> 54    1.316963e-03  -1.975970e-03  -6.136037e-03   2.082938e-03   2.663624e-04
#> 55   -5.649837e-04   4.090525e-03  -6.009256e-04   1.749476e-03   5.246742e-03
#> 56   -1.281279e-03   1.728575e-03   1.362880e-03   9.372885e-04   1.572638e-03
#> 57   -7.230266e-04   2.608489e-03  -9.689594e-04   1.068251e-03  -2.179610e-03
#> 58   -3.391958e-03   5.124063e-04   4.040074e-03   7.378948e-04   4.822748e-03
#> 59    3.433241e-04  -9.724779e-04   4.688233e-04  -5.350126e-05   1.378048e-03
#> 60   -1.554653e-03   4.338524e-03   4.962976e-03  -2.905061e-03  -7.394198e-03
#> 61    2.069172e-03  -3.838811e-03   2.446256e-03   5.388272e-03  -3.451004e-03
#> 62   -4.202530e-03   5.224639e-04   8.375480e-04   8.840315e-06  -2.855957e-03
#> 63   -5.609148e-05   4.889495e-03   1.847768e-03  -1.015164e-03   9.841012e-04
#> 64   -1.529114e-03   1.465357e-03   4.062196e-03   1.048544e-03   6.121525e-04
#> 65    2.685824e-03  -3.672938e-03  -2.165894e-03  -1.339290e-03   5.781192e-03
#> 66    2.425513e-03  -3.831629e-04  -4.493179e-03   3.307139e-04   1.136800e-03
#> 67    4.020823e-03  -2.516807e-03   1.396726e-03  -3.556372e-03  -8.008350e-04
#> 68    1.134735e-03   6.893327e-05   2.509599e-03   5.354752e-04   4.046195e-04
#> 69    5.742880e-05   3.942994e-03  -1.346838e-03  -3.446311e-03   1.024339e-03
#> 70    3.092380e-03   3.133136e-03   8.869268e-04   2.109816e-03   6.763858e-04
#> 71    2.694382e-03  -1.547488e-03  -1.887063e-03  -5.040407e-04  -2.450518e-03
#> 72   -4.743676e-04  -2.071030e-03   4.770193e-04   3.220084e-04  -1.741686e-03
#> 73    4.029341e-03   9.871816e-04  -2.386262e-03  -2.252879e-04  -5.088755e-03
#> 74    1.812893e-03   2.461013e-03   1.754183e-03  -2.071668e-03   1.265546e-03
#> 75    2.953641e-03   4.399266e-04   2.102889e-03   1.222769e-03  -1.090183e-03
#> 76   -2.311852e-03  -5.310598e-03   4.223791e-03  -1.607373e-03  -3.877402e-03
#> 77    7.613365e-03  -6.213741e-04   1.824038e-03  -2.538986e-03   7.512162e-03
#> 78    1.051035e-03   1.216150e-03  -4.179934e-03   3.208816e-04  -1.695271e-03
#> 79    3.431669e-03  -2.819820e-03  -2.486032e-03   1.776335e-03   7.415243e-04
#> 80   -2.520200e-03   5.294331e-04  -1.905470e-03  -7.129098e-04  -1.860888e-03
#> 81    2.166637e-03  -1.672811e-03  -3.639128e-03  -1.008759e-03  -1.905355e-03
#> 82    2.252669e-03   1.931458e-03  -8.024338e-04   9.160674e-04   3.189670e-04
#> 83    5.634685e-04   1.572543e-03  -5.283158e-04  -1.784312e-03  -1.922793e-03
#> 84   -5.833203e-04   1.940825e-03   2.805595e-03   3.248341e-04  -6.935567e-04
#> 85    6.557793e-04  -7.044885e-04   1.783435e-04   8.965170e-05  -2.524594e-03
#> 86    9.164667e-04  -3.757450e-03  -2.891285e-03   2.034950e-03  -9.980922e-04
#> 87    1.947045e-03  -4.910968e-04  -4.638216e-03   3.632147e-03  -3.272560e-03
#> 88   -2.799395e-03   1.685763e-03  -1.349515e-03  -1.136755e-03  -1.072195e-04
#> 89   -5.665531e-04   2.667778e-03   1.708724e-03   4.242546e-03   1.279997e-03
#> 90   -8.100790e-04   2.450881e-05   1.037105e-03  -6.580265e-04   4.975440e-04
#> 91    2.110655e-03  -8.865319e-04  -1.264500e-03   2.195066e-03  -5.307239e-04
#> 92    1.859466e-04   2.871148e-03   1.110068e-03  -6.132722e-04  -4.024569e-03
#> 93   -2.039398e-03   3.630164e-03  -3.446316e-03  -4.951213e-03   3.179028e-03
#> 94    1.171119e-03  -3.835969e-03  -2.784228e-04   1.726072e-03  -4.422205e-03
#> 95   -2.649127e-03   1.002370e-03  -3.253507e-03   1.215801e-03  -1.784732e-03
#> 96   -1.617652e-03  -2.633707e-03   2.159278e-03   5.678319e-04   1.410353e-03
#> 97   -5.932969e-03   3.370256e-04  -2.267915e-03  -3.261507e-03   1.077442e-04
#> 98   -1.349094e-03   1.148509e-03   4.101049e-04   2.210869e-03   7.529875e-03
#> 99    1.942875e-03   1.242975e-04   7.373021e-04  -2.164396e-03  -1.885671e-03
#> 100  -1.516106e-03   3.123329e-04   2.126288e-03   6.532608e-04  -2.405171e-03
#> 101   1.117232e-03   4.502354e-03   1.248556e-03  -4.222262e-03  -8.605025e-04
#> 102  -2.236050e-03  -1.671733e-03  -1.331134e-03  -1.552834e-04   3.976381e-03
#> 103   1.537893e-03  -2.923257e-04  -2.219235e-03  -1.026352e-04   1.448309e-03
#> 104  -8.283779e-03  -1.473061e-03  -2.374287e-04   2.046685e-03  -1.509015e-03
#> 105  -3.908742e-03  -6.556901e-03   1.861372e-03  -5.100484e-04   2.195098e-03
#> 106  -5.096139e-03  -8.529055e-04  -6.206650e-04  -2.202597e-03  -2.480350e-03
#> 107   7.389299e-04  -2.462327e-03   6.267488e-03  -3.617505e-03  -2.631909e-03
#> 108  -3.178893e-03   1.732871e-03   6.412973e-03   2.625940e-03   1.553528e-03
#> 109   4.786007e-04   6.861411e-04  -5.006542e-03   8.924460e-04  -3.212116e-04
#> 110  -1.750719e-03  -5.464749e-04   5.911736e-05  -6.745181e-04   7.445135e-04
#> 111  -5.746695e-03   1.248182e-03   1.394746e-03   2.591646e-03  -3.683509e-03
#> 112  -1.484647e-03   3.481633e-04  -1.466850e-03  -2.023288e-03   2.705063e-03
#> 113  -4.135764e-04  -1.109620e-03  -3.349128e-04   2.302113e-04  -5.762678e-04
#> 114   5.006299e-03  -4.435021e-03  -1.839507e-04  -1.614820e-03   1.247229e-03
#> 115  -7.452417e-03  -8.724982e-04  -4.610126e-03   4.512620e-03  -2.121390e-03
#> 116  -2.194266e-03   3.876666e-03   1.208539e-03  -1.966321e-03  -4.439551e-03
#> 117   1.412051e-03  -6.221017e-04  -2.284162e-03  -1.061380e-03   9.089907e-04
#> 118  -1.293562e-03  -3.244500e-04   1.484311e-03  -4.190862e-03  -1.019726e-03
#> 119  -4.752729e-03  -7.578189e-04   4.243331e-03  -1.663033e-03   4.507196e-03
#> 120  -3.262091e-03  -4.703947e-03  -6.457388e-03  -7.189964e-03   6.310218e-03
#> 121  -2.412987e-03  -7.120086e-03   1.352484e-03  -7.504390e-04  -9.009312e-04
#> 122  -1.651194e-03  -1.106260e-03   3.044223e-03  -3.612456e-03   2.041498e-03
#> 123   5.074784e-03   3.707618e-03  -5.430485e-03   8.197154e-04  -6.822214e-04
#> 124   1.342438e-03   3.893515e-03  -2.346882e-03  -1.578594e-03   7.523346e-04
#> 125  -4.192627e-03  -1.702645e-03   1.642000e-03   2.469510e-03  -1.434945e-04
#> 126   4.868251e-03  -1.956198e-03   9.665449e-03   2.119917e-03   4.268746e-03
#> 127  -2.361009e-03  -9.836726e-04   2.886066e-04  -2.165290e-03  -2.121372e-03
#> 128  -2.416686e-03   2.217150e-03  -4.513709e-04  -1.336135e-03  -5.710589e-03
#> 129  -1.047163e-03   2.698974e-03   1.439443e-04  -2.453656e-03  -1.869315e-03
#> 130   4.477218e-03   5.822857e-03  -9.955021e-04  -1.705741e-04  -3.655299e-03
#> 131   3.099232e-03   5.490586e-04  -3.074777e-03   1.353622e-03   6.019305e-04
#> 132   1.305839e-03  -3.513228e-03  -5.512748e-04   4.115979e-04  -4.502044e-04
#> 133  -2.297185e-03  -1.310177e-03  -1.350710e-03   5.562346e-04  -1.037498e-03
#> 134   5.794580e-03  -1.421315e-03   1.805034e-03  -5.251772e-03  -8.266316e-04
#> 135  -9.969280e-05  -1.046820e-03   8.987562e-05  -1.152901e-03  -1.126550e-03
#> 136  -4.073855e-05   1.079548e-03  -1.117875e-03   3.646393e-04   8.760675e-04
#> 137   7.148689e-04   5.963785e-04   2.425365e-03   3.586219e-03   6.865835e-06
#> 138   1.065092e-04   3.254502e-06   4.254951e-03   1.430710e-03  -1.647970e-04
#> 139  -5.378943e-04   4.080625e-03  -7.431613e-04  -3.076709e-04   1.403637e-04
#> 140   5.195472e-04   4.929708e-03  -1.251102e-03  -2.413907e-03   1.550437e-03
#> 141   2.000489e-03  -2.328683e-03   2.527640e-03   1.062689e-03   3.818645e-04
#> 142   2.750044e-03   1.754728e-03  -3.580487e-03  -1.751908e-03   1.318949e-03
#> 143  -2.824853e-03   1.081880e-03  -2.314180e-04  -2.424385e-03   4.334395e-03
#> 144   8.144916e-04  -2.781870e-03   1.219510e-03  -4.951241e-04  -1.411777e-03
#> 145   1.945907e-03   1.608317e-03  -1.729001e-04   1.819852e-03  -2.224900e-03
#> 146   9.422234e-04  -2.160139e-04   8.450717e-06   1.386599e-03   1.464771e-03
#> 147   5.793621e-04   6.138217e-03  -5.821043e-04   5.063820e-04   4.655031e-03
#> 148  -1.280117e-03   2.313775e-03   2.157410e-03   3.143448e-03  -2.250334e-03
#> 149   2.570898e-03   1.891865e-03  -4.353434e-03   9.260078e-04   1.319668e-03
#> 150   1.851402e-04   1.833246e-03   2.346490e-04  -2.165272e-03  -1.064768e-03
#> 151   3.974745e-03   4.258840e-03   8.895666e-04   6.093376e-03   3.123020e-03
#> 152  -9.255520e-04  -1.235201e-03   3.328415e-03  -6.321239e-04   6.450505e-04
#> 153   6.509084e-04   1.134781e-03  -1.867661e-04  -4.672984e-04  -1.319823e-03
#> 154   5.526667e-04   9.689151e-04   2.595211e-04  -3.474322e-03  -1.876215e-04
#> 155   9.120358e-04   4.959809e-04  -4.662762e-03  -2.850919e-03  -6.961643e-03
#> 156   1.212815e-03  -1.128107e-03  -2.896147e-03   4.585647e-03   3.729173e-04
#> 157   1.696490e-03  -1.257416e-06   8.101245e-04  -1.885525e-03   3.269797e-04
#> 158  -4.327156e-03   1.857627e-03   3.580823e-03  -3.230778e-03  -4.689776e-03
#> 159  -1.224309e-03  -5.995630e-04  -2.766334e-03  -2.656150e-03   1.972501e-03
#> 160  -7.000180e-03   3.022542e-03  -2.780039e-03   4.492440e-03   1.675326e-03
#> 161  -8.980644e-04   1.028943e-03   2.365374e-04   2.832729e-04  -3.418359e-03
#> 162   4.129206e-03   2.759433e-03   5.758878e-03   1.500117e-03   2.362851e-03
#> 163   1.105298e-03  -2.528738e-03  -6.470878e-04   2.128537e-03  -1.447494e-03
#> 164  -6.174939e-04  -9.057454e-04   2.289102e-03  -2.750858e-03  -9.851094e-04
#> 165   1.285791e-03   1.370265e-03   1.156806e-03  -2.028964e-05  -3.578360e-04
#> 166   1.356846e-03   7.605564e-04   5.911848e-03   2.365520e-03  -1.958632e-03
#> 167   7.518440e-04   8.666823e-05   2.593961e-03  -2.797337e-03   1.190250e-03
#> 168   7.489971e-04  -3.274259e-03  -2.364929e-03  -4.231555e-03  -2.934123e-03
#> 169  -1.988050e-03   1.262149e-03  -7.531884e-04   2.700991e-03  -6.374666e-04
#> 170   2.868452e-04  -3.196559e-03  -4.036186e-03   4.046264e-04  -2.512721e-04
#> 171   6.093966e-03   2.054794e-04   3.521464e-03  -2.273209e-04   1.199421e-03
#> 172   1.839225e-04   3.589844e-03  -2.541255e-03  -6.388849e-03   3.771403e-03
#> 173   1.161118e-03   1.072443e-02  -3.618784e-03   6.803544e-03  -3.315243e-03
#> 174  -1.008221e-03   8.371584e-04  -1.140799e-03   1.327548e-03  -7.542882e-04
#> 175   2.418189e-05  -8.522116e-03   5.154622e-04   9.109563e-04  -2.654594e-04
#> 176  -2.699728e-03   3.069428e-03   3.197038e-03  -2.785674e-03   1.696352e-03
#> 177  -5.862911e-05  -1.426402e-03  -4.560141e-03   7.538378e-04   2.985054e-03
#> 178  -4.762619e-04  -2.012179e-05  -1.216415e-03   1.931537e-03   1.278687e-03
#> 179   2.480596e-03  -2.675670e-03  -2.675386e-03   2.634876e-04   1.674948e-03
#> 180   3.568835e-04  -2.860663e-04   3.138829e-05   7.289391e-04  -7.843808e-05
#> 181   2.693754e-03   1.062828e-03  -2.589811e-03   3.034012e-03  -2.993674e-03
#> 182  -2.507699e-03   2.936411e-05   8.837697e-04  -1.713224e-03   2.771266e-04
#> 183   4.230997e-03  -7.354325e-04  -3.925309e-04   1.690461e-03   1.648311e-03
#> 184   2.640319e-04  -3.600691e-03  -2.067521e-03   1.647926e-03  -4.986916e-04
#> 185  -3.613882e-03  -2.076826e-03  -2.726291e-04  -2.159511e-03   3.753341e-03
#> 186  -2.347746e-03  -1.745798e-03  -1.653594e-03  -1.818232e-03  -7.427235e-03
#> 187   8.063947e-05   1.449795e-03   2.855604e-03   1.183326e-03  -1.468041e-03
#> 188   2.370666e-03  -6.892593e-05  -5.546957e-03  -1.181333e-03  -1.049156e-03
#> 189  -2.455258e-03   4.935533e-04   8.404639e-04   6.324843e-03   3.881963e-03
#> 190   1.449180e-03  -2.625408e-03   2.253478e-04   9.433846e-04  -3.844595e-03
#> 191  -2.016541e-03  -3.131519e-03   2.061060e-03  -2.964751e-03   2.679442e-03
#> 192   5.423071e-04  -3.161621e-03  -1.498669e-03  -8.176525e-04  -3.294319e-03
#> 193  -6.067940e-04   1.105370e-03  -7.874609e-04  -3.692633e-04   1.261812e-03
#> 194   1.451207e-03   2.921711e-04  -2.866930e-03  -3.186480e-03   4.211693e-04
#> 195   1.385705e-03  -3.999711e-04   1.678473e-03  -1.787145e-03  -5.236959e-04
#> 196  -1.681622e-03  -1.870587e-03   1.428208e-03  -1.403128e-03   1.400226e-03
#> 197  -1.354667e-03  -1.096039e-03  -2.667731e-04  -3.194377e-04   3.116795e-04
#> 198   3.012484e-03  -3.062794e-04   1.897943e-03   3.735831e-04   3.365569e-03
#> 199   1.280312e-03  -3.629880e-03   5.720295e-03   5.876247e-03  -5.176832e-03
#> 200   5.019490e-04  -2.608496e-03   3.154821e-03   1.492256e-03   6.492162e-04
#> 201  -2.059765e-03   1.696909e-03  -1.403467e-03   9.719859e-04   5.784318e-05
#> 202  -2.267849e-03  -6.138224e-04  -1.002082e-03  -2.568615e-03  -1.893918e-03
#> 203  -2.664623e-03  -1.515597e-03  -1.936201e-03  -4.650252e-03   2.284829e-03
#> 204   8.722172e-04  -5.130206e-04   1.654661e-03   8.276899e-04   5.157078e-04
#> 205  -2.126866e-03  -1.051561e-03  -2.484348e-03   2.857567e-03  -2.324727e-03
#> 206  -4.940343e-03   2.714790e-03  -1.306576e-03  -2.374838e-03   3.514017e-04
#> 207   2.279577e-03   1.086770e-04   2.318083e-03   1.789829e-03   3.222394e-03
#> 208   8.347586e-04  -2.671715e-03  -4.064164e-03  -2.245524e-03  -1.623237e-03
#> 209   9.743406e-04   1.196727e-03   3.582196e-03   4.741321e-04  -2.648717e-03
#> 210   4.479376e-03   4.084101e-03   3.015042e-03   2.259746e-03   1.376108e-03
#> 211  -3.291047e-03  -4.574874e-03   7.742186e-04  -4.671655e-03  -2.896846e-03
#> 212   2.044799e-03   1.531615e-03  -1.712173e-03   1.263858e-04   1.160125e-03
#> 213   4.370775e-03  -2.472449e-03   7.357743e-04   1.656719e-03   1.505416e-03
#> 214   8.169339e-05   1.785065e-03  -3.063050e-04  -3.733572e-03   2.027355e-03
#> 215  -3.091712e-03   2.514947e-03   3.054181e-03   3.075187e-03   7.612336e-04
#> 216  -9.154744e-04   1.240587e-03   5.844313e-04   1.521804e-03   9.022054e-04
#> 217   1.088445e-03  -8.796919e-04  -2.113011e-03   2.780447e-03   8.023089e-05
#> 218   5.808795e-03   1.319011e-04   1.985407e-03  -5.555690e-03  -5.039607e-03
#> 219   9.547856e-03   9.408739e-04  -1.418668e-04  -3.948678e-03  -2.877872e-03
#> 220   3.421300e-04   2.855076e-03   1.139880e-03  -4.958078e-04   1.166483e-03
#> 221  -2.836409e-05  -3.727064e-03  -1.863926e-03   5.972070e-04  -2.340473e-03
#> 222  -3.400739e-03   3.585996e-03  -2.879743e-03   6.535215e-03   1.230857e-03
#> 223  -1.976388e-03  -5.073658e-03   5.574292e-04   4.029072e-03   7.607198e-04
#> 224  -6.730092e-04  -1.653350e-03  -2.799280e-03   1.349186e-03   5.484753e-03
#> 225  -3.829495e-03   1.887847e-04  -2.016239e-03  -2.514688e-03   2.497758e-03
#> 226   3.346204e-03   2.803698e-03   6.482516e-03   4.706836e-03  -3.052290e-04
#> 227  -2.389004e-03   1.228153e-03   1.852107e-03  -1.283020e-03  -1.479806e-03
#>     pca_factor_166 pca_factor_167 pca_factor_168 pca_factor_169 pca_factor_170
#> 1    -3.690380e-04  -2.016880e-03   1.027090e-03   2.293481e-03   3.768295e-03
#> 2     1.040518e-04  -4.194485e-04  -8.282748e-04   1.014649e-03   1.624358e-03
#> 3    -1.250079e-03   1.064252e-03  -2.986637e-03   6.631094e-03   1.316332e-03
#> 4    -4.387458e-03  -3.694773e-04  -2.546098e-03   2.348497e-03  -1.663879e-03
#> 5    -1.471265e-03   5.498941e-04   5.097873e-04  -3.754092e-05   3.011610e-03
#> 6     1.772703e-03   1.860055e-03   1.072461e-03  -3.440681e-04  -1.871951e-04
#> 7    -1.208514e-03   5.628090e-04   2.746014e-03   9.633030e-04  -7.642188e-04
#> 8     1.583620e-03  -2.198608e-03  -2.958834e-03   8.206448e-04   6.386620e-04
#> 9    -1.501176e-03   4.337455e-04   1.249627e-03  -1.878832e-03   7.519711e-04
#> 10    3.137217e-03   2.339662e-03   2.140343e-03   3.151209e-03   4.663639e-03
#> 11    5.206198e-03  -3.483467e-05  -1.557226e-03   1.924668e-03   1.537107e-03
#> 12    3.101041e-04   2.011922e-03   1.030734e-03   1.322841e-03   8.836737e-04
#> 13    1.496299e-03  -1.043399e-03   1.904341e-03  -9.796313e-04  -2.948545e-03
#> 14    1.165350e-03   4.613687e-04  -6.951950e-04  -3.896835e-03   1.278908e-03
#> 15   -2.644851e-03  -8.964670e-04   1.167294e-03   1.162849e-03  -1.818951e-03
#> 16   -1.524308e-03   2.002368e-03  -3.232438e-03   5.765397e-04   1.465381e-03
#> 17   -3.481271e-04  -5.568568e-04   6.004444e-04   9.868945e-04  -1.738483e-03
#> 18    1.303360e-03   1.158203e-03  -2.028042e-03   7.027034e-04   3.141517e-03
#> 19    3.099076e-04   2.246768e-04  -6.558403e-04   4.270860e-04  -8.774727e-04
#> 20   -4.801342e-04  -6.170926e-03  -2.768604e-03  -1.437274e-03   6.530187e-04
#> 21    1.016582e-04  -3.171983e-03  -1.948017e-03  -1.329089e-03   1.561731e-03
#> 22    2.455189e-04  -2.071125e-03  -1.359587e-03  -1.820425e-03   2.074475e-03
#> 23   -6.464493e-04  -1.023596e-03  -6.185208e-05   3.281949e-03   9.838322e-04
#> 24    1.540997e-03  -8.425415e-04  -7.594790e-04  -1.552349e-03   2.713117e-04
#> 25   -1.580083e-03   1.428409e-03  -2.408398e-03   3.832194e-03   4.142722e-03
#> 26   -6.003409e-04   2.300734e-04   1.114513e-03   2.301735e-03  -1.952616e-03
#> 27   -4.924726e-03  -2.948621e-04   1.965850e-03  -6.080101e-03  -1.270131e-03
#> 28    6.237899e-03   2.376545e-03  -5.959176e-03   8.150374e-04   2.688087e-03
#> 29   -3.422695e-05   1.116140e-03  -3.464820e-04  -2.368008e-03  -2.550281e-04
#> 30   -4.596579e-03   1.337254e-03  -6.050586e-03   1.063627e-03  -1.777193e-05
#> 31    3.736442e-03  -1.157770e-03  -1.129384e-03   1.237954e-03  -1.931590e-03
#> 32    2.185125e-03   1.703074e-03  -1.372359e-03  -3.452157e-04   1.286314e-04
#> 33   -5.579082e-03  -5.043842e-03   1.969226e-03   3.206703e-03   1.573481e-03
#> 34    3.450852e-04   9.403418e-04   3.732088e-03  -3.617726e-04  -7.694080e-05
#> 35    1.716688e-03   2.249681e-03  -1.022285e-03   7.855940e-04  -1.202752e-03
#> 36    4.935686e-05   2.489916e-04  -3.311011e-03   4.076449e-03  -3.023197e-03
#> 37   -9.708414e-04  -2.227171e-03  -6.987659e-04  -6.433704e-04  -5.592350e-04
#> 38   -4.522331e-03   9.263165e-04  -3.238642e-03   1.340188e-03  -3.358519e-03
#> 39   -1.837996e-04  -2.317284e-04  -1.754295e-03   2.852676e-03   1.023724e-03
#> 40    2.489180e-03  -4.344317e-05   1.473531e-03  -5.118148e-04   2.369786e-03
#> 41   -1.861646e-03   1.139029e-04   4.733846e-03   2.516602e-04   7.107547e-04
#> 42    1.003073e-03   1.080501e-03   1.168005e-03   2.844020e-03   4.977498e-03
#> 43    4.011091e-03  -2.056073e-03   1.603545e-03   2.167474e-03  -1.228091e-03
#> 44   -8.567817e-04   6.784290e-04  -2.844153e-03  -6.552491e-04   5.088487e-05
#> 45    1.920503e-03   4.266679e-03   1.313865e-03  -1.698754e-03  -2.365095e-04
#> 46   -4.769627e-05   3.181581e-03   6.246165e-04   8.529306e-04   5.490573e-04
#> 47    1.662763e-03   8.604898e-04  -3.181076e-04  -4.219656e-05   1.415425e-03
#> 48    1.136020e-03   5.596396e-04   1.409226e-03   4.078071e-04   4.017443e-03
#> 49   -2.186585e-03  -3.714452e-04  -7.514647e-04  -1.088057e-03   5.864921e-04
#> 50    1.301790e-03  -4.666951e-03   2.611707e-03  -1.893705e-03  -2.009734e-03
#> 51   -2.632168e-03  -1.249161e-03   1.321814e-04   8.083996e-04   2.689320e-03
#> 52   -1.846985e-03  -2.241367e-03   3.380700e-03  -2.975824e-03  -8.126186e-04
#> 53   -1.876544e-03   5.196397e-03  -1.914015e-03  -3.393984e-03  -8.583554e-04
#> 54   -2.356910e-03  -7.575046e-05  -1.290873e-03   1.883744e-03  -1.707410e-03
#> 55   -1.901015e-04  -4.306603e-03  -1.682468e-03   6.059045e-04   8.252411e-04
#> 56   -4.112939e-04   3.999596e-03   1.147570e-03  -7.128360e-04  -2.902586e-03
#> 57    2.960510e-03  -1.516052e-03   4.696368e-03   4.322534e-03   3.911075e-04
#> 58   -3.558638e-03  -2.528578e-03   6.160888e-04   8.445164e-04  -3.309748e-03
#> 59   -1.375093e-03  -1.812627e-03  -1.702382e-03   3.359811e-03   3.301267e-04
#> 60   -2.439267e-03  -1.352538e-03  -3.317264e-03   4.039149e-03  -2.492684e-03
#> 61   -1.084294e-03   1.502627e-03  -2.573298e-04   1.306161e-03  -1.674116e-03
#> 62    2.369304e-04  -2.439688e-03   1.135726e-03  -2.427029e-03   2.102756e-03
#> 63   -1.102491e-03  -2.867747e-03   9.932401e-04  -1.012753e-03  -1.989089e-04
#> 64   -1.044028e-03  -8.638855e-04  -7.635249e-04   4.718865e-04   1.080408e-03
#> 65    3.560768e-03  -5.657924e-03   5.898955e-04   2.733887e-03   2.455712e-03
#> 66    1.749745e-03   1.283149e-03  -1.759351e-03  -1.363560e-03   3.895859e-03
#> 67   -8.359727e-04  -5.889929e-03   1.353408e-03  -8.031287e-04   6.616006e-03
#> 68    1.285049e-03  -1.209997e-03   3.506462e-03  -2.677488e-03   2.023258e-03
#> 69   -5.704550e-04  -4.829815e-04  -6.707479e-04  -7.993679e-04   2.700525e-03
#> 70   -6.671152e-04  -2.557273e-03   1.129284e-03   5.646767e-04   9.347709e-04
#> 71   -4.814246e-04   5.325396e-04   5.586029e-04  -1.213637e-03   5.313872e-04
#> 72    1.286024e-03  -2.644602e-03  -6.399926e-04  -4.934514e-04  -1.184592e-03
#> 73   -1.873815e-03   2.198379e-03   1.482189e-03  -9.592342e-04   2.594786e-03
#> 74   -2.432083e-03   2.759241e-03   9.021620e-04   7.789087e-04   5.903855e-04
#> 75   -4.515879e-03   1.043623e-04   1.009579e-03  -3.692167e-03   1.922663e-03
#> 76    9.891796e-04   2.367119e-03  -8.235152e-04   3.574732e-03   3.410473e-03
#> 77   -5.533300e-03   4.544529e-03   6.283635e-05   1.132056e-03   1.788901e-03
#> 78    3.025538e-03   3.707260e-03  -1.111135e-03   1.795193e-03  -3.986392e-04
#> 79    1.566442e-03   2.898612e-03   3.422145e-03   4.019449e-03   2.295555e-03
#> 80    1.461171e-03   2.753967e-04  -1.600901e-03  -1.207667e-03   1.455936e-04
#> 81    6.442173e-04  -4.703134e-04  -2.537622e-04   4.993635e-04   2.773629e-03
#> 82   -3.700535e-03   3.410335e-03   2.471515e-03   3.507768e-05   4.381714e-03
#> 83    1.987787e-03   8.472832e-06   2.999179e-04  -1.429939e-03  -4.517897e-04
#> 84    4.806664e-03  -4.951402e-03   7.342007e-03   4.619020e-03  -2.317491e-04
#> 85   -1.847929e-03  -1.437110e-03  -8.587646e-04  -7.234606e-04  -2.157106e-03
#> 86    3.077828e-03   4.140863e-03   2.853593e-03  -1.582286e-03   9.752629e-04
#> 87   -1.975444e-03   1.365750e-04   2.148087e-04   2.152400e-03  -1.480884e-03
#> 88    2.295973e-03   1.268862e-03  -2.005322e-03   2.977151e-04  -1.808093e-04
#> 89   -1.601497e-03  -1.064020e-03   1.093823e-04   3.765335e-03  -1.307366e-03
#> 90    9.649398e-04  -2.057388e-03  -2.140627e-03   1.903190e-03  -2.364997e-03
#> 91   -1.341249e-03  -1.666156e-03   3.074894e-03  -1.740001e-03  -6.266489e-04
#> 92   -1.802980e-03   6.677288e-04  -7.416962e-04   1.363176e-03   1.208255e-03
#> 93    1.953062e-04   1.085438e-04  -1.969735e-03  -2.565261e-03  -1.746782e-04
#> 94   -6.291749e-04   1.675820e-03  -2.253046e-03  -3.276021e-03   1.042400e-03
#> 95   -1.044451e-03  -1.622591e-03  -1.354296e-03  -1.329633e-03   2.356718e-03
#> 96   -3.025550e-03   7.564796e-04  -2.863276e-03   9.299897e-05  -5.820462e-03
#> 97   -6.054918e-03   2.233185e-03   5.272907e-03   4.384982e-03  -1.995217e-04
#> 98   -1.242672e-04   5.943132e-03   2.037325e-03   4.787564e-03   7.003935e-04
#> 99   -3.709556e-04  -1.903883e-03  -1.773207e-03  -2.425963e-04  -2.467390e-03
#> 100  -3.684875e-05  -1.547534e-03   1.717937e-03   6.702876e-04   1.385016e-03
#> 101  -2.317816e-04  -1.120551e-03   2.461685e-03  -1.933148e-03  -3.400370e-03
#> 102  -4.151550e-03   1.877944e-03   1.422321e-03   3.123674e-04  -1.746405e-03
#> 103   6.021463e-04  -2.714494e-03  -5.367788e-03  -4.763621e-03  -2.656681e-03
#> 104  -9.985570e-04   6.642256e-04   3.176089e-03   2.521038e-04  -2.600378e-04
#> 105   3.978899e-03  -2.028174e-03   2.055199e-03   2.575762e-03  -1.496297e-03
#> 106  -2.585936e-03   1.393491e-03   3.043664e-03   2.243412e-03  -3.264030e-03
#> 107  -5.593650e-04   1.219897e-03   2.334202e-03  -5.578528e-03   9.968887e-04
#> 108   2.449227e-03  -2.304019e-03  -3.392363e-04  -3.748283e-03  -1.629027e-03
#> 109   1.409243e-03  -1.681421e-03  -2.038891e-03  -1.382252e-03   2.156250e-03
#> 110  -2.537452e-03   1.094623e-03   7.622552e-04  -1.941636e-03  -4.936515e-03
#> 111  -2.020315e-03  -3.084245e-03  -8.997374e-04  -7.095603e-04  -6.209666e-04
#> 112   2.443735e-03  -6.155035e-04  -5.157485e-04   3.390668e-03  -3.257165e-03
#> 113   1.205135e-03  -7.967144e-05   1.760945e-03  -3.179907e-03   3.311494e-03
#> 114   3.361098e-04   2.610646e-03   1.655563e-04   1.813489e-03  -2.623920e-04
#> 115   1.790848e-05  -2.053938e-03   2.106747e-03  -1.010712e-03   3.610119e-03
#> 116   2.003072e-03  -1.597353e-03  -2.552667e-03   1.354223e-03  -1.444765e-04
#> 117  -1.612350e-03  -2.057015e-04  -1.987836e-03  -4.614567e-03  -1.745406e-03
#> 118  -6.834687e-03  -4.795614e-03   3.203138e-04  -6.804863e-04   5.038643e-05
#> 119  -2.330985e-03  -1.226725e-03   1.713796e-03  -1.636682e-03  -2.581983e-03
#> 120   4.435491e-03  -6.895292e-04   1.778223e-03  -4.343877e-03  -3.156753e-04
#> 121   1.067835e-03   6.642545e-04   6.696519e-04   1.503885e-03   1.957178e-03
#> 122  -1.989192e-04   8.405736e-04   2.091740e-03  -1.140785e-03   4.673295e-04
#> 123   3.932777e-03   1.760458e-03   5.545150e-03  -5.062734e-03  -4.567294e-03
#> 124  -2.605569e-03   1.505926e-03   1.789471e-03  -1.049185e-03   7.792044e-04
#> 125   2.381619e-03  -3.977166e-03   1.342255e-04  -3.350504e-03   1.377924e-03
#> 126   4.706761e-03   5.208858e-03   1.444141e-03   3.480763e-04  -2.548771e-03
#> 127  -5.366201e-04  -2.586607e-03   5.377319e-04   7.098032e-04  -3.828732e-03
#> 128   1.613757e-03   2.558569e-03   8.574346e-04  -1.832762e-03   1.332647e-03
#> 129  -2.410926e-04   3.273027e-03   8.260171e-06  -3.018116e-03  -1.099653e-04
#> 130  -6.186495e-03   3.998518e-03   4.530185e-04  -3.797894e-03   3.770438e-03
#> 131   3.881467e-04   8.345328e-05   1.307791e-04   2.895852e-03  -1.035712e-03
#> 132  -6.517090e-04  -2.056108e-04  -1.354538e-03  -1.687526e-03  -1.079588e-03
#> 133   1.617088e-03   4.593833e-04   1.843304e-03  -9.663200e-04  -2.314319e-03
#> 134   1.207058e-03   2.070292e-03   1.621347e-03   6.746691e-03  -3.400543e-03
#> 135  -1.071921e-03   1.050948e-03   2.211697e-03  -1.631245e-03   8.037299e-04
#> 136   2.189067e-03  -4.426248e-04  -9.690910e-04  -6.598286e-04  -2.006654e-04
#> 137  -2.133897e-03   9.097600e-04   2.757270e-03  -8.141926e-04   2.166697e-03
#> 138  -8.654092e-04   1.163080e-03  -1.337054e-03  -7.201857e-04   2.394353e-03
#> 139  -2.070553e-03  -1.290463e-04  -2.424987e-03   2.243599e-04   3.750702e-04
#> 140  -2.397478e-03   1.776097e-03  -7.510170e-04  -1.396468e-03   1.319350e-03
#> 141  -8.566947e-04  -8.171654e-04   1.492226e-03  -3.814331e-05  -1.138341e-04
#> 142  -1.597263e-03  -1.167557e-03   3.228311e-03  -2.995387e-03  -1.342283e-03
#> 143  -2.869603e-04  -6.865214e-03  -5.210789e-03   3.410961e-04  -1.368553e-03
#> 144  -5.049627e-03  -1.363007e-03   1.541101e-03  -3.165525e-03  -1.336830e-03
#> 145   4.701261e-03  -2.843199e-03  -4.962274e-03   6.793909e-04  -5.174538e-04
#> 146  -4.868366e-04  -1.550178e-04  -6.865543e-04  -1.059208e-03   1.006230e-03
#> 147   7.713562e-05   8.254637e-05   3.498972e-03   1.921263e-03  -1.616474e-03
#> 148  -1.010071e-04   1.489346e-03  -3.997082e-03   1.155109e-03  -1.536969e-03
#> 149  -2.052744e-03   2.947696e-03  -3.848010e-03   1.579160e-03   2.629077e-03
#> 150  -5.659454e-04   7.047825e-04   2.938607e-03  -4.973966e-04   1.627572e-03
#> 151  -3.284138e-03  -6.381656e-03  -1.575882e-03   2.050575e-03   2.881377e-03
#> 152   2.146321e-03  -1.118826e-03   3.833726e-03   1.317586e-05   2.820052e-04
#> 153   5.429247e-04   9.109789e-04   3.003753e-04  -6.239159e-04   1.861331e-04
#> 154   1.060727e-03   3.076576e-04   1.595108e-03  -2.774429e-03   1.482538e-03
#> 155  -2.215122e-03  -3.992577e-03  -8.036154e-04  -5.180426e-04  -2.261697e-03
#> 156   2.686931e-03  -9.300372e-04   9.880719e-04   3.269356e-03   1.066056e-03
#> 157  -1.622054e-03  -1.412725e-03  -1.607468e-03  -6.130457e-04   1.053999e-03
#> 158   1.531145e-03   7.862208e-04  -8.768629e-03   9.645295e-04  -1.235359e-03
#> 159  -1.761418e-03  -1.787039e-03  -1.501411e-03   2.783313e-03   2.080125e-03
#> 160  -1.206224e-03   9.530665e-03   3.815573e-04   1.228728e-03  -8.090503e-03
#> 161   1.719539e-03  -8.686048e-04   1.580724e-04  -8.557220e-04  -4.208800e-04
#> 162   5.230894e-03   2.009835e-03  -1.070786e-03  -2.142031e-03  -1.426887e-04
#> 163   2.141747e-03  -3.739804e-03  -3.757542e-03   1.467230e-03  -2.156503e-03
#> 164   2.514400e-03  -8.949681e-04   9.476386e-04  -2.954905e-03   3.338592e-04
#> 165   1.560066e-03   3.996974e-04  -8.689719e-04  -2.145786e-03   4.444822e-04
#> 166  -2.239588e-03   2.490245e-04   6.211885e-04  -1.427687e-03  -1.996928e-03
#> 167   1.809160e-03  -6.687884e-04   1.235336e-03  -1.543314e-03  -1.520922e-03
#> 168   6.874821e-04  -3.061748e-03   9.028663e-05   3.484296e-03  -2.018762e-03
#> 169  -1.686799e-03  -2.756278e-04  -1.605197e-03   1.110692e-03  -5.546992e-03
#> 170   2.883580e-03   7.555109e-04   6.910202e-04   1.733987e-03  -1.800696e-03
#> 171   3.936774e-03  -3.325432e-04  -3.346445e-03  -1.431346e-03  -1.833803e-03
#> 172   1.966115e-03  -7.979336e-04   1.809680e-03  -3.271374e-03  -4.077083e-03
#> 173   5.540390e-03  -7.769526e-03   9.731724e-03   3.490773e-03  -3.687964e-03
#> 174   7.614725e-04   9.479184e-04   3.971407e-04   1.045878e-03   9.344015e-04
#> 175   1.354204e-03  -2.418290e-03  -3.005300e-03  -1.694942e-03  -1.034254e-03
#> 176  -6.207133e-04   2.848440e-03  -3.030491e-03   1.815371e-03   3.220377e-03
#> 177   8.738641e-04  -2.282941e-03  -2.467782e-03   8.656935e-04   1.271087e-03
#> 178  -5.309858e-04   2.456733e-03  -1.236786e-04   1.809640e-03  -8.199484e-04
#> 179  -1.376330e-03  -1.815851e-03   2.402628e-03   2.729533e-03   7.297900e-04
#> 180   2.857639e-04   8.831396e-05  -1.538887e-03   3.104845e-04   1.494640e-03
#> 181   2.923914e-03   2.590541e-03  -6.206798e-04  -1.225130e-03   1.725626e-03
#> 182   5.145215e-03   4.714422e-03  -1.012935e-03  -4.287989e-04  -1.903055e-03
#> 183  -2.218386e-03   1.294091e-03   3.273749e-03  -3.222177e-03  -1.694472e-03
#> 184  -5.181222e-04   1.308227e-03   1.030410e-03  -1.156327e-03  -1.464533e-03
#> 185  -1.780470e-03  -5.439360e-03  -6.440653e-04  -1.700560e-03  -7.213075e-04
#> 186  -4.771903e-03  -2.524192e-05   6.851108e-04  -2.018160e-03  -1.010578e-03
#> 187  -1.974585e-04  -1.857006e-03   2.513019e-03  -4.416110e-04  -1.660876e-03
#> 188  -1.411014e-03   2.896249e-03  -2.902210e-04   2.611414e-03   5.946136e-04
#> 189   1.690647e-03  -2.933341e-03  -2.277854e-03  -6.755964e-03   5.031984e-03
#> 190  -3.728250e-04   9.310198e-04   3.674741e-04   5.234660e-04   8.470976e-04
#> 191  -2.937750e-03  -3.436012e-03   6.321424e-03   3.353329e-03   5.986799e-03
#> 192  -4.634773e-04   3.270025e-03   6.623430e-04  -2.838384e-03  -3.674032e-03
#> 193  -2.792100e-03  -8.125192e-04  -2.766279e-03   7.179672e-04  -1.643719e-03
#> 194   6.492120e-04   5.918279e-04  -2.639471e-03  -1.173913e-03   3.870812e-03
#> 195   1.137201e-04  -2.493319e-03  -3.805859e-03  -3.076050e-03  -6.162606e-03
#> 196  -8.006794e-04   4.526583e-04  -3.535934e-03   1.283596e-03   1.307493e-03
#> 197   5.692380e-04   5.683033e-04  -5.608108e-04  -5.625111e-04  -4.716497e-03
#> 198   1.834608e-03   1.451433e-03  -4.443969e-04   5.023415e-05  -2.387968e-03
#> 199  -7.258044e-04  -1.113432e-03   1.927276e-03   2.884002e-03   7.822899e-04
#> 200  -4.104970e-03   4.350002e-03  -5.254085e-03   8.840129e-04   2.882026e-03
#> 201   5.841196e-04   2.149539e-03  -1.475550e-04  -1.873870e-03   2.526959e-03
#> 202  -1.267113e-03   8.417093e-05   1.277037e-03   1.900362e-03  -1.952092e-03
#> 203   6.655600e-03   9.186050e-04   1.040267e-03   8.240923e-04   2.882224e-03
#> 204  -3.942254e-04   2.909425e-04   1.807653e-03   2.143120e-03  -7.786221e-05
#> 205   3.676582e-03   4.052441e-03   2.598444e-04  -6.468558e-04   6.799630e-04
#> 206  -3.412001e-03   1.880933e-03   2.173815e-03  -1.986122e-04   7.960820e-04
#> 207  -3.626146e-03  -4.825195e-04  -5.465821e-05   2.553179e-04  -1.322978e-03
#> 208  -2.372693e-03  -1.406908e-03  -1.560365e-03   1.143285e-03  -2.064095e-03
#> 209   1.929465e-03   1.106965e-03  -8.553680e-04  -6.596640e-04  -4.397996e-03
#> 210   8.470900e-03   3.521247e-04  -2.797228e-03  -2.191385e-03   1.251797e-03
#> 211   1.480576e-03   3.899274e-03   4.229851e-03  -6.681683e-04   9.388192e-04
#> 212   8.438518e-05  -6.244619e-04  -1.271861e-03   1.572589e-03   4.334969e-05
#> 213   7.443741e-04  -3.161359e-03  -2.372055e-03  -2.563222e-03   1.338420e-03
#> 214  -1.562937e-04  -4.097239e-04   5.588986e-04  -3.986384e-04  -1.171658e-03
#> 215   2.096195e-03   2.241941e-03   6.219432e-05  -2.651827e-03   2.002088e-03
#> 216  -1.135020e-03   3.328947e-03   1.771432e-03   8.384396e-04   1.510988e-03
#> 217  -3.101000e-03   1.720726e-03   1.374682e-03  -1.679513e-03   1.647374e-03
#> 218   2.327358e-03  -2.580504e-03  -4.555209e-04   2.752021e-03   5.810255e-04
#> 219   2.371699e-03   1.071199e-03  -2.785657e-03   2.343240e-03  -2.593700e-03
#> 220  -8.600169e-04   1.414421e-03   1.139204e-03   4.562046e-04   1.513849e-03
#> 221   2.381325e-03   9.796058e-04   1.386453e-03  -3.193690e-03  -8.143008e-04
#> 222  -2.442376e-04  -3.313666e-04  -2.769048e-03  -6.755562e-03   3.408914e-03
#> 223  -6.573069e-04  -9.102804e-05   6.746266e-04   2.194842e-03  -3.574529e-03
#> 224   2.191148e-03   3.544356e-04  -2.377525e-03   6.239738e-03  -6.204271e-04
#> 225  -2.468185e-04   1.247553e-03  -4.302545e-03   1.624846e-03   1.192767e-03
#> 226   3.615703e-03   3.109505e-03   1.449286e-03   3.202624e-04   3.298072e-04
#> 227   1.391665e-03   8.155416e-04   1.509913e-03  -3.523512e-03  -3.640410e-03
#>     pca_factor_171 pca_factor_172 pca_factor_173 pca_factor_174 pca_factor_175
#> 1    -9.269175e-04   1.074133e-03   7.869634e-05  -1.813729e-03   1.681853e-03
#> 2     8.646181e-04  -9.106406e-04  -1.199207e-03  -9.630829e-04  -4.162441e-04
#> 3    -7.083477e-05   1.422904e-03  -6.041572e-04   1.728351e-03  -2.213090e-03
#> 4    -1.823382e-03  -4.757255e-04   1.623497e-03  -2.009836e-03  -1.931508e-03
#> 5     1.084386e-03   2.464666e-03  -1.573010e-03   1.148726e-03   2.695659e-03
#> 6     5.057628e-04   2.855238e-04  -9.799013e-04  -2.179844e-03  -1.832202e-03
#> 7     1.755452e-03   3.377778e-03  -7.853285e-04  -1.164292e-03   3.152770e-03
#> 8     3.097927e-04  -4.878744e-03  -1.743894e-03   2.095068e-03   1.447579e-03
#> 9    -1.519477e-03  -2.577344e-03   3.363241e-04   9.027846e-05   4.588656e-03
#> 10   -1.628400e-03  -1.625850e-03  -5.001693e-03  -1.300672e-03   3.865876e-03
#> 11   -1.248396e-03  -1.102142e-03  -5.639605e-04   6.789478e-05  -4.837586e-04
#> 12    2.671933e-03  -2.069859e-04  -1.277870e-03   9.329199e-04  -8.280901e-04
#> 13    2.348724e-03  -2.379173e-03   4.836433e-04   6.410597e-04  -6.106162e-04
#> 14    3.841775e-04   1.328012e-04   5.402323e-04   2.381740e-03  -1.403171e-03
#> 15    1.111607e-03   3.920307e-04  -6.069923e-04   7.605192e-04  -3.204173e-03
#> 16   -1.249109e-03  -1.275882e-03   1.670417e-03  -7.831131e-04   2.764929e-03
#> 17    8.109103e-04   4.298065e-04   6.536196e-05  -2.369776e-04  -4.168346e-04
#> 18   -2.702159e-03  -2.192743e-03   5.966624e-04   2.173218e-03   8.252729e-04
#> 19   -6.119696e-04  -4.593547e-04   1.060775e-04   7.998252e-04  -5.880534e-04
#> 20    1.014340e-03  -1.585364e-03   1.210401e-03  -3.540810e-03  -4.789724e-03
#> 21    5.588638e-04  -1.063012e-04  -2.677960e-03  -2.028257e-03  -2.239141e-03
#> 22   -1.279682e-03  -3.749394e-04  -2.519320e-04  -2.654949e-03   9.417189e-04
#> 23   -1.208326e-03  -1.225059e-04  -9.406032e-04  -1.042648e-03  -6.776492e-04
#> 24   -2.248549e-03  -7.894434e-04   3.868771e-04  -5.975220e-04   3.515424e-03
#> 25   -3.793251e-03   1.406609e-03  -2.341813e-04  -3.443231e-04   1.654927e-03
#> 26   -9.537005e-04   2.523973e-03  -4.745413e-03   7.394945e-04  -2.133790e-03
#> 27   -2.064123e-04  -2.233215e-03   2.807876e-03   3.785690e-04  -5.272792e-04
#> 28    1.785577e-03   2.068978e-03  -7.870651e-05  -3.040419e-03   2.703049e-03
#> 29    1.070989e-03  -1.156523e-03  -1.246676e-03  -6.966358e-04   2.079901e-05
#> 30    1.282268e-03   2.779051e-04  -2.470760e-03   1.284766e-03  -2.441276e-03
#> 31    3.158379e-05  -1.005371e-03   9.401294e-04  -1.723829e-03  -1.616628e-03
#> 32   -7.745352e-04  -5.337677e-04  -1.092043e-03   4.164210e-04   9.892227e-04
#> 33    5.626705e-04  -1.029473e-03  -1.469532e-03  -6.946602e-04  -3.770976e-03
#> 34    1.977820e-03   5.818422e-04   1.763071e-03   6.062774e-04  -9.719600e-04
#> 35   -1.573680e-03   2.076026e-03   2.763175e-03  -6.584082e-03  -2.686001e-03
#> 36    3.340846e-03   8.989674e-04   5.127776e-04  -2.107514e-04   6.142518e-04
#> 37   -9.222209e-04  -2.673080e-04   9.202756e-05  -5.426601e-04   3.325589e-05
#> 38    5.306449e-03  -2.189450e-03   1.838277e-03   3.119283e-04   5.987181e-04
#> 39   -1.763081e-04   1.148943e-03  -1.683666e-03   2.162336e-03  -2.805914e-03
#> 40   -3.091470e-03   1.350189e-03  -2.429748e-03  -9.817442e-04   1.149203e-03
#> 41   -1.416162e-03   4.935331e-05   2.148118e-03   1.190519e-03  -1.453703e-03
#> 42   -2.290430e-03   7.833888e-04   5.485892e-03   2.565724e-03  -3.684833e-04
#> 43   -3.484171e-04   6.578834e-04  -4.463276e-03  -1.019227e-04   5.621511e-04
#> 44    2.484131e-03  -2.692630e-04   1.586720e-03   2.802345e-04  -2.673267e-04
#> 45    2.530430e-03   1.010296e-03   4.652205e-03   1.173540e-03  -9.931533e-04
#> 46    1.151016e-03  -3.448400e-03   8.958052e-04   2.388971e-03  -2.750568e-03
#> 47    2.007375e-03  -1.631749e-05   3.773007e-04   2.165693e-04   1.688619e-04
#> 48    1.778443e-03  -5.118572e-04  -3.318198e-03  -2.233284e-03   2.356894e-04
#> 49   -1.737181e-03  -3.149842e-03  -6.784492e-04  -2.378000e-04   6.471816e-04
#> 50    6.406871e-04   4.483385e-03   4.455051e-03   1.940800e-03   6.007500e-04
#> 51    2.945844e-03  -1.461837e-03  -2.150579e-03   4.346843e-03   1.485627e-03
#> 52    4.534444e-04  -1.161633e-03  -1.515895e-03  -1.469512e-03   1.745604e-04
#> 53    7.619929e-04  -4.212083e-03  -2.185468e-03  -7.508016e-04   6.932041e-04
#> 54    3.995363e-03   1.771926e-03   2.642025e-03  -7.954865e-04  -4.783215e-04
#> 55    2.032090e-04   3.927347e-03   7.546266e-04  -3.406698e-03   6.418144e-03
#> 56   -1.505331e-03   4.834302e-04   1.441405e-06  -2.965157e-04   1.116479e-03
#> 57   -1.797287e-03   4.060326e-03  -2.992146e-03  -3.117293e-03   1.339808e-03
#> 58   -2.313514e-03   6.770713e-04  -2.536766e-04  -2.510480e-03   2.779303e-05
#> 59    1.749386e-03  -1.161372e-03  -8.202582e-04  -2.847861e-03   2.688854e-03
#> 60    6.062186e-03   5.626104e-04   1.997202e-03   6.508160e-03  -2.038374e-03
#> 61    1.018298e-03  -3.578301e-04  -4.209857e-03  -1.784603e-03  -1.715459e-03
#> 62    8.379521e-04  -4.253678e-03   1.135975e-03  -1.333358e-03  -2.486687e-03
#> 63   -1.189477e-03   8.159386e-05  -2.058245e-04  -1.874794e-03   1.916075e-03
#> 64   -9.621300e-04   1.050347e-03   2.873687e-04  -1.147206e-03   4.665139e-04
#> 65   -6.324657e-03   5.497440e-04   2.970893e-03   2.177562e-03  -6.918699e-04
#> 66    1.603425e-03   3.052118e-03  -8.181330e-04   2.890067e-03  -4.349883e-03
#> 67    2.224161e-03  -3.535001e-03  -1.027010e-04   1.325988e-03   7.684621e-04
#> 68   -1.382198e-03   2.883566e-04   1.688945e-03   1.750112e-03   1.093963e-03
#> 69   -2.171764e-03   3.671033e-03   2.311611e-03  -9.003121e-04   5.906470e-04
#> 70   -1.486058e-03   1.495633e-03  -1.184904e-03  -2.066821e-03  -2.750123e-05
#> 71   -3.144696e-04   4.204149e-04  -9.796010e-04   4.044979e-03   1.011896e-03
#> 72    2.634835e-03   5.667803e-04   1.699521e-03  -1.366262e-04   1.579675e-03
#> 73   -1.123216e-03  -9.767745e-04   2.118806e-03   3.747508e-03  -1.919530e-03
#> 74    1.002730e-03  -1.267198e-04  -5.440483e-04   4.427344e-04   1.559055e-03
#> 75   -5.077044e-04   6.881201e-04  -6.448662e-04  -1.999400e-03  -1.411289e-03
#> 76   -1.288609e-03   4.013721e-03   3.430167e-06  -1.397509e-03  -5.563871e-04
#> 77    3.835814e-03   4.859989e-03  -2.446883e-03   9.195840e-04   1.481780e-03
#> 78   -8.956469e-04  -1.950857e-04   1.463171e-03  -4.604892e-04   7.769938e-05
#> 79    2.662538e-03   1.251332e-03   8.957991e-04   1.022474e-03  -5.143231e-03
#> 80    1.611431e-03   9.535529e-04  -2.663209e-04  -1.723931e-03   7.889843e-04
#> 81    1.454320e-03   8.652581e-04   3.198787e-05  -1.285114e-04  -1.088656e-04
#> 82   -2.452755e-03   1.068565e-03   1.295297e-03  -9.042185e-04  -1.469882e-03
#> 83   -4.542317e-03   3.731952e-04  -4.264254e-03   2.379675e-04  -1.910099e-03
#> 84   -4.756933e-04   7.314541e-03   3.017884e-03   1.775240e-03  -4.513946e-03
#> 85    1.883338e-03   2.437518e-03   7.249187e-04  -2.699316e-03   2.457129e-03
#> 86   -2.898538e-03  -3.664100e-03  -1.968467e-03  -2.158315e-03  -2.172660e-03
#> 87    1.049473e-03  -1.375814e-03  -1.377059e-03   2.660721e-03  -9.639838e-06
#> 88    1.612029e-03  -1.617827e-03  -6.497521e-05   2.594385e-04   9.449376e-04
#> 89    2.672985e-04   1.296618e-03   1.348640e-03   2.049224e-03  -3.644741e-03
#> 90    4.362799e-04  -7.037496e-05  -2.428394e-03   8.011446e-04  -2.791462e-04
#> 91    3.407007e-05  -1.614474e-03  -8.420657e-04  -2.889002e-04   3.324087e-03
#> 92    2.843880e-03   1.575712e-03   3.457746e-03   9.370728e-04   6.525234e-04
#> 93   -3.564239e-03  -2.648844e-04   9.844645e-04  -1.804074e-04   5.114524e-05
#> 94   -1.027829e-03   4.357829e-04   9.684478e-03  -1.023242e-03   4.696487e-03
#> 95    1.368651e-03   1.479414e-03   1.225624e-03   2.986793e-03  -1.976876e-03
#> 96   -1.896834e-04  -3.101666e-03   1.138593e-04   4.838787e-04  -2.310601e-03
#> 97    3.637828e-04  -1.042208e-03   5.602485e-04  -3.397576e-03  -9.490172e-04
#> 98    1.089004e-03   2.354800e-03  -3.877549e-03   2.902227e-03   3.970632e-03
#> 99   -2.395076e-03  -5.377093e-05   6.152805e-04   2.106161e-03   2.325970e-03
#> 100   1.869853e-03  -4.314106e-03   2.431089e-03  -2.419252e-03   2.754724e-03
#> 101   8.401675e-04   2.703293e-03   4.364570e-04  -4.032057e-05   1.085808e-03
#> 102   1.511963e-03   2.167284e-03  -6.951476e-04   1.243338e-03   2.393078e-04
#> 103   5.277124e-03  -2.684779e-03  -2.151257e-03  -3.223824e-04   2.028090e-03
#> 104   1.192990e-04  -1.009511e-04  -1.248423e-03  -3.904168e-04   1.408168e-03
#> 105   1.123686e-03   3.323733e-03  -2.294528e-04  -1.453075e-03  -3.379780e-04
#> 106  -2.682852e-03  -1.274212e-03  -4.803501e-04  -1.242969e-03   1.221800e-03
#> 107   4.531973e-05   3.628120e-03   5.935887e-04  -3.350612e-03  -1.754582e-04
#> 108  -2.473680e-03  -2.160371e-03  -2.918512e-04  -1.577798e-03  -2.595778e-03
#> 109   1.565078e-03  -3.317836e-04   2.134395e-03  -6.748667e-04  -1.507900e-03
#> 110  -4.726269e-03   2.343134e-03  -1.778394e-03   1.411153e-03   1.466720e-03
#> 111   1.815655e-04  -2.672428e-03   1.120820e-03   7.199914e-04   1.464620e-04
#> 112  -2.692495e-04  -4.295391e-03   2.992243e-03   4.335823e-03  -2.710210e-04
#> 113   4.002359e-03   5.538931e-05  -1.108079e-04  -1.543405e-05  -1.640502e-03
#> 114   4.926098e-03   4.759569e-03  -1.436460e-03   1.056194e-03   2.756163e-03
#> 115   5.972289e-04   3.500927e-04  -6.508676e-06  -2.326404e-03  -3.089404e-03
#> 116   2.705800e-03   1.601368e-03   1.564797e-03   2.561734e-04   1.355180e-03
#> 117  -1.827973e-04   8.349799e-04   9.757085e-04  -6.842551e-04   2.863189e-04
#> 118  -2.065575e-04  -9.612609e-04  -2.622213e-04   2.847277e-03   3.828631e-03
#> 119   1.249140e-03  -8.551082e-04   4.122215e-04  -1.805006e-03  -9.663972e-04
#> 120  -2.206577e-03  -1.992934e-03  -1.284794e-03  -2.326588e-03   2.536896e-03
#> 121  -2.867622e-03   4.367733e-04   2.052631e-03   1.325649e-03  -8.964670e-04
#> 122   3.059820e-03  -1.648865e-03   3.135997e-03   3.766160e-03   3.697620e-03
#> 123   6.074045e-03  -5.369246e-03  -2.716595e-03  -8.365232e-05  -1.343315e-04
#> 124  -9.928718e-05  -4.440450e-03  -2.218012e-03   3.712208e-04  -1.922111e-04
#> 125   7.418485e-04  -1.941041e-04  -2.149733e-03   3.972080e-03  -1.287889e-03
#> 126   3.980030e-03  -6.424127e-04   2.141369e-03  -2.661504e-03  -3.701194e-04
#> 127  -3.432256e-03  -3.743224e-03   1.093022e-03  -9.943729e-04  -1.397648e-03
#> 128  -1.483251e-03  -2.236487e-03  -3.350775e-03  -1.202316e-03   5.179685e-04
#> 129   8.372568e-04  -8.089707e-04  -4.611868e-04  -5.990437e-04  -2.227995e-04
#> 130   2.383628e-03  -1.333608e-03  -2.262774e-03  -1.353126e-03  -7.867969e-04
#> 131  -2.078302e-03   4.076043e-03  -7.099429e-04   1.200768e-04   3.547194e-03
#> 132   2.029002e-03  -1.676090e-03   1.847502e-03   1.867097e-04   1.195882e-03
#> 133   8.747085e-04   3.105712e-04   1.841496e-03  -7.418705e-04   5.615039e-04
#> 134  -1.337502e-04  -2.760028e-03   5.807711e-05  -3.833827e-03  -6.333315e-04
#> 135   1.450451e-03   6.405738e-04  -4.997818e-04   3.958823e-04  -1.685357e-03
#> 136  -4.897187e-04   4.388304e-04   2.888863e-03  -4.037011e-04   2.259193e-03
#> 137  -4.662394e-03   4.671871e-04   1.324030e-04  -1.192149e-03   6.629179e-04
#> 138   4.651951e-04  -1.620867e-03   6.437192e-04   2.014028e-04   7.330210e-04
#> 139  -1.174673e-03   9.762845e-05   7.750334e-04  -2.256678e-03   1.908545e-03
#> 140  -1.589351e-03   3.415941e-04   1.567508e-03  -1.159218e-03  -1.144771e-03
#> 141   1.476609e-03   8.265456e-05   7.366545e-04   1.431394e-03  -1.980033e-03
#> 142   9.654145e-04   1.096663e-03  -2.757934e-04  -8.944163e-04  -2.006032e-03
#> 143   2.029913e-03   2.803233e-03   2.054707e-03   1.431995e-04   2.649431e-03
#> 144   1.336152e-03   3.865341e-03  -2.364236e-03  -4.214332e-03  -3.644873e-03
#> 145  -3.381610e-04  -2.797292e-03   2.758174e-03  -4.390878e-03  -3.536977e-03
#> 146   1.096441e-03   1.412435e-03  -7.314673e-04   1.164524e-03   1.193245e-03
#> 147  -1.885561e-03  -1.415943e-03   1.364264e-05   1.693290e-03  -3.931375e-03
#> 148   1.784640e-03  -1.469218e-03  -1.607608e-03  -1.268823e-03   9.769811e-04
#> 149   1.561116e-03  -2.634263e-04   5.907302e-04   1.328510e-03  -5.705525e-04
#> 150  -2.388674e-03   3.254690e-03  -2.460666e-03  -6.823381e-04   9.815609e-04
#> 151  -7.170402e-03  -7.288743e-04  -2.897701e-03  -1.450794e-03   1.088008e-03
#> 152  -3.273451e-03  -4.357705e-03  -2.971509e-03   9.684271e-04  -6.633211e-04
#> 153  -2.038123e-03   9.831657e-04  -1.893903e-03   4.853045e-04  -5.012728e-04
#> 154  -1.005534e-03   6.317410e-04  -1.574057e-03  -1.153143e-03   2.804281e-05
#> 155  -5.770936e-03   1.598100e-03  -1.933016e-04   5.079654e-04   4.169754e-04
#> 156   1.501514e-04  -2.509221e-03  -1.033107e-04   3.905861e-03   1.089817e-03
#> 157  -8.580350e-05   3.479313e-04  -2.621643e-03  -1.307889e-03  -1.402770e-03
#> 158   2.612985e-03   1.940606e-03  -6.850014e-03  -2.351834e-03   3.466657e-04
#> 159   3.152083e-03  -1.791278e-03   1.438498e-03  -2.401883e-03  -4.077010e-03
#> 160  -3.031821e-03   3.655328e-03   1.009877e-03  -2.863541e-03   1.039154e-03
#> 161  -1.701086e-03   1.830701e-03  -3.880979e-03  -1.159934e-03  -1.764454e-04
#> 162  -4.963854e-04  -8.910642e-04  -1.617063e-04   1.499494e-03  -1.791603e-04
#> 163   8.137626e-04  -6.784371e-06  -2.102620e-04  -1.977629e-03   8.865062e-04
#> 164  -1.083090e-03   1.102588e-03  -2.333057e-03  -1.294882e-03  -2.449596e-04
#> 165  -6.560184e-05  -9.588948e-05  -1.415830e-04   8.669596e-04   5.381690e-04
#> 166   6.697062e-04  -1.812518e-03  -1.236768e-03  -5.645219e-04  -1.570796e-03
#> 167   1.526104e-04   1.567364e-03   1.380360e-03   1.392986e-03  -1.740135e-03
#> 168   2.503496e-04  -1.776513e-03  -6.103668e-04  -5.405347e-04  -6.990200e-04
#> 169   4.843474e-04   1.943252e-03  -4.290355e-03  -3.446243e-03   6.175271e-05
#> 170   6.462864e-04  -1.268522e-03   3.254300e-04   1.508451e-04   3.456704e-03
#> 171  -6.320247e-04   2.770309e-03  -2.516219e-03   3.141684e-03  -4.612700e-03
#> 172   4.307156e-03  -7.905076e-04  -1.900277e-03  -4.656618e-04  -5.243491e-04
#> 173   5.597067e-03   2.543867e-03   2.778412e-03   6.746286e-04   2.508468e-03
#> 174  -5.590669e-04  -1.305518e-03   1.651106e-03  -3.775724e-03  -4.593996e-04
#> 175  -8.187728e-05   3.728209e-03   2.065592e-03  -1.856621e-03   8.286046e-04
#> 176   1.904081e-04   1.474789e-03   4.983195e-03   9.059871e-04  -2.929563e-03
#> 177  -1.325601e-03   2.444973e-03   1.367808e-03  -1.766829e-03  -5.975066e-04
#> 178   1.101645e-03   8.244467e-04   4.439780e-04  -1.325126e-03  -3.990306e-04
#> 179  -3.281585e-03   5.210785e-04  -1.246028e-03   4.919455e-03   6.657846e-05
#> 180  -6.096317e-05  -8.858718e-04   1.896578e-03   2.801892e-05  -3.791503e-04
#> 181  -1.403968e-03  -3.709798e-04   5.401347e-04   2.522767e-03   5.139015e-03
#> 182  -1.111867e-04  -2.330727e-03  -1.449240e-03   2.087020e-03   1.547714e-03
#> 183  -6.513439e-04  -1.569263e-03   1.167372e-03   7.240173e-04  -4.023045e-03
#> 184   7.602019e-04   4.004403e-03   2.167837e-03  -1.000213e-03  -1.223930e-04
#> 185   1.223538e-04  -1.026671e-03  -1.144590e-03   5.863288e-04  -1.488223e-03
#> 186  -6.503546e-04   6.957526e-04  -2.066659e-03   4.698794e-03   2.131407e-03
#> 187   4.218552e-04  -2.202837e-03   1.763068e-03   9.694117e-04   9.985455e-04
#> 188   4.128509e-06   1.629082e-03  -2.105711e-03   1.825898e-03   9.917119e-04
#> 189   3.666193e-03   2.156306e-03  -2.222685e-03   6.368193e-03   1.601811e-04
#> 190  -8.193561e-04   1.742066e-03   1.731053e-04   6.499486e-04  -3.098702e-04
#> 191   5.248798e-03  -6.023820e-03   3.224386e-04  -5.540617e-03   4.523389e-03
#> 192  -9.205991e-05   1.667546e-03   3.442990e-03   2.045892e-03   4.402687e-04
#> 193  -1.202772e-03  -1.354614e-03   3.910081e-03  -1.037986e-03   7.621924e-04
#> 194   3.996452e-03   2.715701e-03  -8.497121e-04  -3.963017e-03  -4.234651e-03
#> 195  -4.098396e-03   4.198991e-03  -3.313228e-03   7.150032e-03  -7.031429e-04
#> 196  -5.357863e-04  -9.249056e-04   1.295407e-04   6.629409e-04   3.495962e-04
#> 197   7.789910e-04  -2.184522e-03  -1.198870e-03   3.662690e-04  -7.244921e-04
#> 198  -9.314163e-04  -8.023882e-04   1.801252e-03  -1.816312e-03  -8.745928e-04
#> 199   3.849080e-03  -1.085079e-03  -2.941981e-03  -2.658420e-05   5.084070e-04
#> 200  -3.592608e-03  -1.045252e-03   2.291881e-04  -5.315589e-04  -2.397343e-04
#> 201   1.211949e-03  -5.458307e-04  -9.048408e-04   1.747415e-03   5.675083e-04
#> 202  -1.139788e-03  -1.553342e-03   9.003209e-04  -6.094820e-04  -7.275726e-04
#> 203  -2.591572e-03  -1.898175e-03  -2.611649e-03   3.772058e-03  -1.554568e-03
#> 204   6.061947e-04   3.978109e-04  -2.401143e-04  -9.237181e-04  -6.281554e-05
#> 205   2.625371e-03   8.345799e-04   1.968627e-03  -3.953075e-04  -2.749262e-03
#> 206  -8.297532e-04  -3.303871e-04  -3.216585e-04   5.965715e-04  -3.393587e-04
#> 207  -2.271796e-03   1.639048e-03   1.957750e-03   3.261042e-04  -6.101179e-05
#> 208  -1.387300e-03  -4.229268e-04  -1.963498e-04   1.515473e-03  -1.018393e-03
#> 209  -4.863831e-03  -4.021141e-04   1.126610e-04   9.923557e-04   1.071570e-03
#> 210  -1.884108e-03  -2.142468e-03   1.369579e-03  -1.039514e-03  -3.516439e-03
#> 211   1.105753e-04   3.644026e-03   1.337804e-03   1.102827e-03  -1.856095e-03
#> 212  -2.195251e-03  -3.888333e-04  -1.502775e-03   1.380776e-03   1.034390e-03
#> 213   2.053576e-03   4.072270e-03  -2.552226e-03   1.796229e-03   3.553349e-03
#> 214  -1.282342e-03  -9.637936e-04  -2.157294e-03   1.358786e-03  -2.316964e-03
#> 215   1.062693e-03  -5.377061e-04   1.916105e-03  -1.044102e-03   4.502059e-04
#> 216   1.222876e-03  -5.936406e-04   1.755269e-03   2.606216e-03   6.946471e-04
#> 217  -6.514994e-03  -2.907033e-03   1.625251e-03   8.684760e-04  -1.648451e-03
#> 218  -6.418671e-04  -3.911105e-03   1.559350e-03  -1.157507e-03   2.663135e-03
#> 219  -3.451790e-03  -2.080127e-03   3.749853e-03  -1.959600e-03  -1.698938e-03
#> 220  -1.387642e-03  -1.856592e-03   9.886678e-04   1.340933e-03  -4.556698e-04
#> 221   2.354755e-04   2.951501e-03  -2.980856e-03  -1.761351e-03  -1.355021e-04
#> 222  -1.622619e-03   3.510561e-03   2.565358e-03  -1.000128e-03  -1.184688e-03
#> 223  -1.131571e-03  -3.188839e-03   3.572947e-03   3.772194e-03   2.374618e-03
#> 224   8.641685e-04  -5.222599e-03  -3.066661e-03   2.320803e-03  -1.176802e-03
#> 225  -5.712056e-04  -2.519443e-04   2.560916e-03   3.668023e-04   2.296051e-03
#> 226  -8.428750e-05  -2.799395e-04   2.270507e-04  -8.770060e-04   4.944684e-03
#> 227  -2.921568e-03   4.198284e-04   9.094073e-04   6.656196e-04   3.253292e-03
#>     pca_factor_176 pca_factor_177 pca_factor_178 pca_factor_179 pca_factor_180
#> 1     3.492167e-03  -6.435065e-04   1.407314e-03  -1.589263e-03   2.798413e-03
#> 2     9.601207e-04  -5.217270e-04   3.228545e-04  -6.264088e-04  -9.585276e-04
#> 3     1.852445e-03   5.546655e-04  -1.280797e-03  -6.990916e-04   3.243599e-04
#> 4    -4.523414e-03   2.236366e-03  -4.940651e-03   8.187379e-03  -1.766823e-03
#> 5     9.415840e-04   9.270613e-05   1.465795e-04   1.480692e-03  -1.543566e-03
#> 6    -1.425066e-03  -2.259221e-03   6.596395e-04   5.891348e-04   1.357175e-03
#> 7    -9.805590e-04   3.167758e-05   1.273650e-03   1.231482e-03   1.439688e-03
#> 8    -3.842664e-03  -1.386407e-03   1.343489e-03   3.246443e-03  -6.676004e-04
#> 9     5.059630e-04  -3.837263e-03  -9.683742e-04   1.614641e-03  -2.071543e-03
#> 10    3.198705e-04   2.342579e-03   1.860055e-04   9.544998e-04  -2.032947e-03
#> 11    2.085636e-03   5.888514e-03   1.668549e-03   6.454983e-04  -2.499277e-03
#> 12   -8.007913e-04   1.923092e-03  -4.949991e-04  -5.616214e-05  -5.441609e-04
#> 13   -4.490153e-04   8.550634e-06  -2.224355e-03  -1.472633e-03   3.664783e-04
#> 14    1.054572e-03  -5.386331e-04  -2.055236e-03  -2.677633e-04   4.459064e-03
#> 15   -1.389738e-03   2.564400e-03  -2.926736e-03   1.320841e-03   3.079850e-03
#> 16   -1.573495e-03  -1.837929e-03   3.100003e-04  -2.277057e-03   8.267315e-05
#> 17    1.248292e-03  -1.786672e-03  -6.639097e-04  -8.429504e-05   4.555600e-04
#> 18   -3.222007e-03   6.576921e-04   1.460315e-05   3.777905e-04   1.384703e-04
#> 19   -4.008955e-04  -4.405133e-04   1.051805e-05  -1.181839e-03   6.635945e-05
#> 20   -4.622327e-03   7.166304e-04  -4.226521e-03  -1.005014e-03  -9.174700e-04
#> 21   -2.911277e-03  -8.799145e-04   3.205914e-04   2.148216e-03  -2.284034e-04
#> 22   -1.527804e-03   1.744957e-03   1.515880e-03  -1.989239e-03  -5.863638e-05
#> 23    1.111187e-03  -1.410127e-03   5.134429e-04  -1.016963e-03   5.514299e-04
#> 24   -2.216137e-03  -2.857760e-03   1.147526e-03  -8.882234e-04  -5.580975e-04
#> 25   -6.819893e-05  -3.519838e-03  -3.070988e-03  -1.811887e-03   6.110450e-04
#> 26    1.666790e-03  -1.183917e-03  -2.938462e-03   9.620126e-04   1.944892e-03
#> 27    3.169828e-03   1.342942e-03   6.819791e-05   5.484699e-04  -1.444750e-03
#> 28    2.074663e-03   1.740351e-03   1.727013e-03  -2.026950e-03  -9.725955e-04
#> 29   -1.541525e-03   1.310510e-03   9.325390e-04  -6.101304e-04   6.355513e-04
#> 30    4.520266e-03   3.956693e-03  -4.634631e-03   2.534804e-04   1.864118e-03
#> 31    9.023500e-04  -7.201141e-04  -5.743430e-04   1.376699e-03   2.041860e-03
#> 32    2.225548e-04  -2.273151e-03   8.424835e-04   2.421682e-03  -1.537668e-03
#> 33    2.883202e-03  -9.504549e-04   3.412110e-04  -5.060424e-04  -9.472298e-04
#> 34    2.082409e-04  -1.104160e-03  -1.547205e-04   1.820560e-03   1.502614e-03
#> 35   -1.890120e-03   5.128644e-04  -3.052783e-04   1.072711e-03  -3.896886e-03
#> 36    2.050343e-03   7.782600e-04   3.741636e-03  -2.812405e-03  -2.768822e-03
#> 37    5.915894e-05  -4.426376e-04   1.358988e-03   1.274928e-04   4.783066e-04
#> 38   -2.379471e-03  -3.850563e-03   1.329088e-03  -2.200612e-03   1.545994e-03
#> 39    1.125360e-03   5.741019e-04  -3.928706e-03  -9.494574e-04   4.318923e-04
#> 40   -1.515614e-03  -1.632981e-03  -1.086869e-03   1.927546e-03   9.262060e-04
#> 41    3.836284e-04   6.290359e-04  -4.684096e-04  -2.120123e-03  -4.483614e-04
#> 42   -1.399616e-03   1.324013e-03   4.853837e-04   1.894343e-03  -8.411900e-04
#> 43   -1.728665e-04  -1.675504e-03  -1.906592e-03  -8.355407e-04   7.771233e-04
#> 44   -6.390653e-04   1.834526e-03   1.452191e-03  -5.538625e-04   9.059365e-04
#> 45    1.387605e-03   5.366789e-04   2.030309e-04  -7.822699e-04  -7.695833e-04
#> 46    1.013881e-03   4.290064e-03  -1.062172e-03  -2.690815e-04  -1.813643e-03
#> 47   -6.381998e-04  -4.258982e-04  -1.292163e-03   3.791842e-03  -1.994918e-04
#> 48   -5.294212e-05  -4.427780e-03  -4.796967e-04   1.069740e-03  -3.100139e-04
#> 49    1.029450e-03   2.034825e-03   2.775424e-03   9.134918e-04  -8.957761e-04
#> 50    1.332115e-03  -2.171251e-03  -1.569094e-04   2.855599e-03   1.864972e-03
#> 51   -5.665276e-04  -3.570840e-04   6.135220e-04  -1.066558e-03   6.965984e-04
#> 52    5.308740e-03   2.027852e-03   5.889422e-04  -6.911804e-04  -3.443638e-04
#> 53   -3.390324e-03  -1.424366e-03  -8.913219e-04  -3.526659e-03   1.681424e-03
#> 54    4.126829e-03  -4.387978e-04   6.247422e-03   1.662717e-03   1.542045e-04
#> 55   -2.946277e-03  -8.044892e-04  -7.528958e-03  -3.808357e-03  -9.734561e-04
#> 56    2.613868e-04   8.736259e-04  -9.567497e-04   1.215796e-04  -7.622822e-04
#> 57   -1.585254e-03  -1.515132e-03   2.369978e-03  -3.138061e-04   1.702942e-03
#> 58   -4.600373e-04   9.466302e-04   4.442686e-03   1.481821e-04  -1.553765e-03
#> 59    1.505650e-03   1.245759e-03  -3.640268e-04   3.447102e-04  -1.343922e-03
#> 60    3.975024e-03   2.385251e-03  -9.196560e-04   1.688211e-03  -5.985587e-04
#> 61   -2.729621e-03   2.544619e-03   1.605751e-03  -2.500174e-03   7.530479e-04
#> 62    2.402582e-03  -9.310429e-04  -1.466807e-03  -2.704123e-03  -3.922733e-03
#> 63   -1.357298e-03  -2.968519e-03  -1.453333e-03   4.869842e-04   2.997566e-04
#> 64   -1.409229e-03   2.863552e-03   2.942937e-03   2.155822e-04  -6.953061e-04
#> 65   -1.613586e-03   1.753541e-03  -2.742792e-03  -2.635971e-03   1.353999e-05
#> 66   -2.033319e-03  -2.257520e-03   1.252802e-03  -7.893524e-04  -1.074094e-03
#> 67    7.192845e-04  -1.429436e-03   2.056568e-03  -6.102149e-05  -2.251840e-03
#> 68   -1.821949e-03   4.637514e-04  -1.526509e-03   1.461208e-03   1.620452e-03
#> 69    9.599366e-04   3.411028e-04   5.447467e-05  -1.541791e-03   9.695673e-04
#> 70    1.011746e-03   1.126362e-03  -7.188528e-04  -1.163645e-03   2.196570e-04
#> 71    1.248805e-03   5.379392e-04  -2.998753e-03   8.496275e-04  -2.788070e-03
#> 72   -7.022993e-04  -5.043895e-04  -3.562068e-04   1.121141e-03  -1.267534e-03
#> 73    2.756859e-03  -1.178868e-03  -2.347816e-03  -3.257730e-03  -1.162198e-03
#> 74   -1.157453e-03   1.075706e-03  -1.332836e-03   1.639221e-03  -9.980155e-04
#> 75    4.237320e-04   3.322830e-03   1.275952e-03   1.481929e-04   1.598495e-03
#> 76   -2.039098e-03   1.318943e-03   3.443551e-03  -1.815519e-03  -2.277817e-03
#> 77   -1.051950e-03  -8.091679e-04  -2.292093e-04  -1.690245e-03  -3.553804e-03
#> 78    2.958879e-04   8.871041e-04   5.441676e-04   3.032204e-03   1.638238e-03
#> 79    6.304373e-04  -3.945396e-03  -1.625977e-03  -1.501323e-03  -1.938913e-03
#> 80    7.046971e-04  -6.773361e-04   1.208999e-03   1.042208e-03  -5.371858e-04
#> 81    6.139603e-04  -1.087850e-04  -4.603959e-04   3.966322e-04   3.231264e-04
#> 82   -3.738937e-04   1.292726e-03   1.070206e-03  -2.209551e-03  -1.799852e-04
#> 83    2.567319e-03  -2.041850e-03   1.350951e-03  -3.484319e-03  -8.008596e-04
#> 84   -2.444682e-03   4.014323e-04   8.927844e-04  -9.841441e-05  -5.301365e-05
#> 85   -3.900335e-03  -1.403823e-03  -1.958674e-03  -2.986887e-03  -5.690193e-04
#> 86   -2.153984e-03  -2.177594e-03   6.068008e-03   7.871122e-04   9.500939e-04
#> 87   -6.483698e-04  -3.882570e-03   6.898046e-04   2.209033e-03   2.113042e-03
#> 88    6.926126e-04  -1.671656e-03   5.394388e-04  -1.306462e-04  -2.465012e-03
#> 89   -1.947782e-03  -1.432286e-03   3.221189e-03   7.629272e-04   3.196691e-04
#> 90    3.624824e-04  -4.630174e-04  -2.036210e-03  -1.598321e-04   7.288753e-04
#> 91    2.163754e-03  -7.147983e-04   1.239435e-03   1.720629e-03  -2.804340e-03
#> 92   -1.591215e-03  -2.815242e-03   1.178819e-03   5.321223e-04  -3.018981e-04
#> 93    7.850921e-04  -1.333829e-03   1.024351e-03  -7.340607e-04   4.571994e-04
#> 94   -1.760852e-03  -1.445633e-03   2.626024e-03  -1.616801e-04  -1.758850e-03
#> 95   -3.121146e-03  -2.500736e-05   1.056650e-03  -1.001419e-03  -1.958999e-04
#> 96   -8.269509e-05  -4.106445e-03  -2.321432e-04  -9.370079e-04  -3.780484e-04
#> 97   -2.700453e-03  -6.426294e-04  -1.368015e-03   1.309422e-03  -5.688759e-04
#> 98   -7.546049e-04  -1.171767e-03   3.454325e-03   2.447725e-03   1.994716e-04
#> 99    8.851776e-04   1.386127e-03   3.205609e-04   3.046650e-04  -1.634732e-03
#> 100   1.937158e-03   1.699703e-03  -1.356397e-03   5.395533e-04   3.137816e-03
#> 101  -2.372120e-04  -4.951775e-03  -2.694637e-03   6.953185e-04   2.370903e-03
#> 102  -3.075344e-03   2.835325e-04  -1.165305e-04   5.318640e-03  -5.732854e-03
#> 103   8.883790e-04   2.620142e-03   1.479951e-04   3.022872e-03   9.849110e-04
#> 104   2.799455e-03  -1.827498e-04  -1.306384e-03  -3.537265e-04   9.230671e-04
#> 105   2.899737e-04   2.387229e-03   2.129930e-04  -2.460864e-03  -2.613453e-03
#> 106  -6.693689e-04   8.555426e-04   7.191439e-04  -1.803352e-03  -9.013187e-04
#> 107  -1.211104e-03   1.872706e-03  -8.070626e-04   9.084288e-04   1.723797e-03
#> 108   1.056975e-03   1.276177e-03  -6.779500e-04  -1.190780e-03  -2.040427e-03
#> 109  -5.932913e-04   8.660330e-04   7.743107e-04  -2.831791e-03   2.828821e-03
#> 110   4.559403e-04  -1.905547e-04   1.043804e-03  -1.011547e-03  -2.992728e-03
#> 111  -1.139918e-03   2.195312e-03  -4.573509e-04  -8.717453e-04  -2.216685e-03
#> 112   1.658283e-03  -3.300133e-03  -1.514930e-03   1.694882e-03   7.199341e-04
#> 113   1.668328e-03  -2.228182e-03  -8.824565e-04  -2.692081e-03  -2.370750e-03
#> 114  -1.497101e-03   1.437804e-04   2.626988e-03   2.277376e-03   4.088972e-03
#> 115  -8.537296e-04  -1.120893e-03   2.376115e-04  -7.149038e-04   8.571078e-04
#> 116  -2.141786e-03  -1.627794e-03   1.904363e-03   4.848815e-04  -1.391393e-03
#> 117   9.113458e-04  -7.508451e-04  -2.068673e-03  -4.718560e-04   7.210479e-04
#> 118  -1.302804e-03   1.058412e-03   5.164069e-05  -2.000298e-03   2.573189e-03
#> 119  -1.429450e-03  -1.636896e-03   2.144522e-03   7.791599e-04   2.268679e-03
#> 120  -4.717946e-03  -2.088657e-03   1.455235e-04  -8.071767e-04  -4.880635e-04
#> 121   1.183002e-03  -8.275637e-04   7.509983e-04   2.113036e-03  -1.336219e-03
#> 122  -8.749661e-04  -1.289320e-03   2.077028e-03  -5.603338e-03   2.658903e-03
#> 123  -6.559033e-03   4.265780e-03   8.673375e-04  -2.286423e-03  -6.613549e-04
#> 124   2.268957e-03   1.253037e-03  -9.254372e-04  -2.002346e-04  -1.115189e-03
#> 125   4.615761e-04  -2.550525e-03   2.468474e-03  -2.800016e-03   1.395269e-03
#> 126   5.176051e-04  -2.657467e-03  -2.358631e-03  -2.969038e-03   6.200698e-05
#> 127  -1.574284e-03   6.976671e-04   3.876175e-04  -1.822189e-03   1.601437e-03
#> 128  -6.800601e-04  -6.859222e-04   1.247964e-03   1.244793e-03  -1.460916e-03
#> 129   4.545895e-04  -2.463300e-03  -1.621061e-03  -1.162869e-03  -5.810628e-04
#> 130  -8.989675e-04   6.860954e-04   9.205125e-04  -5.473251e-04   1.195922e-03
#> 131   1.901363e-03   1.422645e-03   1.972691e-03   2.886212e-03   3.596991e-03
#> 132   7.100795e-04  -1.559793e-03  -1.037276e-03   1.054891e-03  -1.082955e-04
#> 133  -8.325357e-04  -1.461562e-04   2.065736e-03  -1.972835e-04  -1.446961e-03
#> 134  -6.867648e-04  -5.345328e-04  -2.916801e-04   1.103479e-03   5.733656e-04
#> 135   1.458028e-06  -3.936583e-04  -1.363005e-03   3.010120e-03   1.058633e-03
#> 136   1.518031e-03   1.552801e-03   6.587020e-04  -2.681661e-03  -1.368114e-03
#> 137   3.235512e-03  -2.982193e-03   5.039578e-03   3.089056e-03   2.195926e-03
#> 138  -1.660376e-03   4.847846e-03   1.162739e-03  -3.253402e-04  -6.026885e-04
#> 139  -6.401805e-04  -3.258700e-03   4.937419e-05  -1.199445e-03  -2.545235e-04
#> 140   3.255450e-04  -4.814259e-04   2.984582e-03   1.053038e-03   8.246672e-04
#> 141  -1.306621e-03   9.375330e-04   6.718649e-05  -4.679334e-04   7.943349e-04
#> 142   3.796474e-03  -5.383816e-05  -3.505242e-04   1.956538e-03   1.578834e-03
#> 143   3.751653e-03  -1.559430e-03  -4.145398e-03   2.086615e-03  -1.914624e-04
#> 144   2.797660e-03   3.846091e-03   1.406736e-03   4.609382e-04   1.199876e-03
#> 145   1.808839e-03  -8.894187e-05   1.580190e-03  -1.055598e-03   4.717778e-03
#> 146  -7.432520e-05   6.033065e-04  -2.521282e-04   5.989188e-04  -3.788592e-04
#> 147   1.274722e-03   3.126840e-04  -3.262832e-03  -1.516244e-03  -2.615973e-04
#> 148   3.505105e-04  -1.864257e-03   2.620413e-03   1.162672e-03  -3.077299e-04
#> 149  -8.169330e-04   1.803252e-03  -4.712095e-04  -2.583591e-03   2.305480e-03
#> 150  -1.938297e-03  -1.352259e-04   1.139117e-03  -7.125838e-04   1.605614e-03
#> 151  -2.754651e-03   2.426615e-03  -4.964176e-04  -2.374963e-03   1.706200e-03
#> 152  -1.862119e-03   1.220161e-03   1.352159e-03   1.633888e-03  -2.488565e-03
#> 153  -3.155745e-04  -1.096751e-03  -5.314072e-04   6.881501e-04  -2.735782e-04
#> 154   4.091654e-04   1.581864e-03  -2.346043e-03  -1.337429e-03  -6.293606e-04
#> 155   2.542695e-03   1.504506e-03   8.147777e-04  -1.255409e-03  -1.160144e-03
#> 156  -2.195628e-03  -1.608120e-04  -1.077580e-03   1.079735e-03  -7.631376e-04
#> 157   6.897953e-04  -1.267729e-03   1.443784e-04  -2.457424e-03  -3.656071e-03
#> 158  -2.997637e-04  -3.933481e-04  -4.799816e-04   1.490164e-03   2.589343e-03
#> 159  -4.632346e-03  -6.972764e-04   7.797452e-06   2.674450e-03   3.531417e-03
#> 160  -6.400055e-04   2.685373e-03  -3.263359e-03  -6.790285e-04   1.994995e-03
#> 161   1.451538e-03   1.069823e-03   7.548016e-07  -1.150495e-03   1.649589e-03
#> 162   2.802815e-03  -1.270716e-03   1.212492e-03  -2.371223e-03  -2.776382e-04
#> 163  -1.936004e-04   2.400204e-03  -4.426156e-04   5.937720e-04  -5.072254e-04
#> 164  -3.800823e-04   9.213915e-04  -2.005712e-03   6.221208e-04   8.443312e-04
#> 165   3.108739e-04   2.795389e-04   5.256946e-06   1.395392e-03   2.878286e-04
#> 166   1.086391e-04   1.946387e-04  -1.351399e-04  -6.429166e-04  -2.770389e-03
#> 167  -2.759317e-04  -3.749123e-04  -3.127905e-03  -1.708552e-04   9.684527e-04
#> 168   9.301421e-04  -5.012274e-04   2.435493e-03  -1.346412e-03   4.176082e-03
#> 169   3.370897e-03  -2.526655e-03   1.292581e-03  -8.993040e-05   5.519524e-04
#> 170   1.039885e-03  -1.342573e-03  -3.650744e-03  -1.770048e-03  -7.782172e-04
#> 171  -1.405087e-03  -2.851789e-03   2.288790e-03  -6.009879e-04  -1.393800e-03
#> 172  -1.994270e-03   4.224888e-03   1.006463e-03  -9.991003e-05   8.402862e-05
#> 173  -3.075092e-04   1.597897e-03   1.651219e-03  -9.192234e-04  -2.892831e-03
#> 174  -4.731594e-06   6.334487e-04  -1.810937e-03   2.155320e-03   2.086873e-04
#> 175  -1.086826e-03  -6.467542e-04  -3.660507e-04  -1.521910e-03   3.017320e-04
#> 176  -2.278607e-03   1.904040e-03   3.189230e-03   1.392777e-06   2.648326e-03
#> 177   1.849025e-03   5.044782e-03   4.781752e-04  -7.566561e-04   6.550680e-04
#> 178   3.171549e-04   4.518404e-04  -2.379926e-04  -2.013889e-03   1.730641e-03
#> 179  -4.148579e-03   1.606512e-03  -1.287363e-03   1.266088e-03   4.162566e-03
#> 180   1.137695e-03   7.603167e-04   1.830540e-03   1.531917e-03  -1.660228e-03
#> 181  -1.589603e-03   4.472512e-03  -2.943618e-03   1.737289e-03   4.749796e-03
#> 182  -1.653815e-03   3.144917e-03  -1.026062e-04  -7.222691e-04   1.585617e-03
#> 183   3.174542e-03   3.483564e-03   1.825997e-03   1.364926e-03   1.449388e-04
#> 184   2.997993e-03  -3.524255e-04  -1.210837e-03  -1.925124e-04  -1.024990e-05
#> 185  -2.460958e-03  -1.416989e-03   2.374855e-03   4.148178e-03  -4.341374e-04
#> 186  -2.634285e-03   1.761885e-03  -4.204925e-04  -5.573696e-04  -1.531423e-03
#> 187  -1.860809e-03  -5.452472e-03  -1.003273e-03   1.058816e-03  -1.733738e-03
#> 188   1.997357e-03   3.471692e-04  -1.027755e-03  -2.499689e-03  -2.405044e-03
#> 189   1.331274e-03  -1.434799e-03   8.214787e-04  -9.939105e-04   3.627318e-03
#> 190  -3.586388e-03  -6.103098e-04  -2.478818e-03  -7.831579e-04   1.121333e-03
#> 191   4.663519e-03  -2.545900e-04  -2.028954e-03   1.005084e-03   1.750383e-03
#> 192   1.017794e-03  -5.896412e-05  -8.758981e-04   1.976299e-03   1.598995e-03
#> 193  -8.375640e-04   1.233930e-03   1.634830e-03  -1.702265e-03  -1.082397e-03
#> 194   2.035047e-03  -3.084538e-04   1.061897e-03   3.290568e-04  -2.784603e-03
#> 195  -1.860110e-03  -6.062067e-04   3.215255e-03  -1.625594e-03  -2.232865e-03
#> 196   1.382931e-03   4.029895e-04   1.015828e-03   1.386643e-03  -8.474028e-04
#> 197  -1.320777e-04  -2.545166e-03  -1.618749e-03   4.356908e-04  -1.103011e-04
#> 198   8.636520e-04  -4.529511e-04   2.150170e-04  -4.863357e-04   1.615314e-03
#> 199   4.562473e-07   1.380022e-03  -3.299127e-04   2.338019e-03  -6.443418e-04
#> 200   1.739552e-05  -2.205072e-03  -2.649791e-03  -8.097058e-04   8.627210e-04
#> 201  -5.791505e-04   1.934768e-03  -1.043800e-03  -7.642628e-04   2.355961e-03
#> 202   5.539339e-04  -3.632424e-04   1.133897e-03  -3.430199e-03   1.847844e-03
#> 203   3.025518e-03   7.284881e-04  -4.387192e-04   3.830172e-03   4.383411e-04
#> 204   1.113486e-03  -1.101621e-03  -3.038182e-04  -1.869825e-03  -7.192310e-04
#> 205   3.397380e-04  -1.078344e-03  -1.104938e-03   2.628415e-03  -2.828394e-03
#> 206  -8.691538e-04  -4.354931e-04   4.877488e-04  -1.317977e-03  -1.719634e-03
#> 207  -1.359252e-03   6.556770e-04   1.636425e-03  -4.450985e-04  -1.392774e-04
#> 208  -8.090838e-04   6.248755e-04  -4.008926e-04   4.108752e-04  -1.290867e-03
#> 209   1.358026e-03   4.561351e-04  -1.926251e-03   3.517567e-03  -2.806559e-03
#> 210   1.239672e-03  -6.710997e-04  -1.172758e-03   5.344420e-04   1.287700e-03
#> 211   9.488435e-04   2.566521e-03  -2.041026e-03  -1.301678e-03   7.236453e-05
#> 212   2.832758e-04   2.522157e-04  -2.104538e-04  -1.465150e-03  -1.675151e-03
#> 213   3.434364e-04   1.739936e-03   6.747812e-04   2.901720e-03  -1.362749e-03
#> 214   2.368306e-03  -1.363692e-03  -1.269021e-03   1.010058e-03   1.179965e-03
#> 215  -1.915666e-03   1.719652e-03   1.452708e-04   3.112579e-03   1.961354e-03
#> 216  -7.751096e-04  -3.442816e-04  -4.208326e-04  -2.977039e-03  -4.784041e-04
#> 217   4.149711e-03  -5.310537e-03   4.387163e-04   3.305467e-03   2.011058e-03
#> 218   5.058275e-04   1.860165e-03   1.202370e-04   2.968935e-03  -2.422225e-04
#> 219  -1.536623e-03   1.895423e-04   6.911593e-04   6.769224e-04  -3.195635e-04
#> 220  -1.998936e-03   8.614803e-04  -1.330407e-03   5.653787e-04  -3.927927e-04
#> 221   2.304165e-04  -1.919815e-03  -2.680592e-03  -5.467370e-04   1.573220e-05
#> 222  -8.171024e-04   1.552931e-03  -2.298152e-03   3.641841e-03  -5.101882e-03
#> 223   7.008463e-04   4.075080e-03   1.258632e-03  -2.072109e-03   2.055454e-03
#> 224   8.336567e-04   1.104893e-03   6.062450e-04  -1.727504e-03  -2.319424e-03
#> 225   1.853616e-03  -2.831769e-03   3.122498e-04  -7.657973e-05  -1.797091e-03
#> 226   5.422392e-03   1.578980e-03  -1.579058e-03  -3.789880e-04  -1.329517e-03
#> 227   4.250782e-03   7.709409e-04   3.154360e-03   4.269838e-04   2.834401e-03
#>     pca_factor_181 pca_factor_182 pca_factor_183 pca_factor_184 pca_factor_185
#> 1    -1.873233e-04   1.181043e-04   1.011143e-03  -5.354189e-04  -2.801031e-04
#> 2     7.842583e-04  -1.508219e-03   4.899232e-04   1.063188e-03   4.077291e-04
#> 3    -2.548616e-03   2.406696e-03  -1.202167e-04   9.582576e-05   7.441460e-04
#> 4     4.397866e-03   4.725387e-03   1.893905e-03   2.232272e-04   6.954618e-04
#> 5     4.369851e-04   7.087573e-05  -1.083608e-04   4.272991e-04  -4.710478e-04
#> 6    -1.641161e-03   1.027883e-03  -2.235611e-04   5.703856e-04  -7.172799e-04
#> 7    -5.945883e-04  -5.876803e-04  -2.482484e-04  -4.469687e-04  -6.756306e-05
#> 8    -6.006131e-04  -2.811084e-03  -2.650419e-03   1.613345e-03  -1.957787e-03
#> 9    -8.511568e-04  -9.156446e-04   1.723015e-03  -4.402409e-04  -3.132153e-03
#> 10   -2.423914e-03   1.188718e-04   1.519881e-03   2.124376e-03   8.927717e-04
#> 11   -2.049010e-03   1.756819e-03  -1.888538e-03   1.112213e-03  -1.239721e-03
#> 12   -1.578577e-04  -2.376808e-06   2.068347e-04  -1.635318e-04  -1.045521e-03
#> 13   -5.550925e-04  -2.471539e-04   5.489917e-04  -1.835611e-03   9.815430e-04
#> 14    4.422206e-03   1.259102e-03  -9.416661e-04   2.490919e-03  -2.190548e-03
#> 15    1.622739e-03   2.166030e-03  -2.433476e-05   7.779325e-04  -1.784265e-04
#> 16    5.361697e-04   2.059854e-03   1.272306e-03  -6.379228e-04   1.603929e-03
#> 17    1.117849e-04   6.716612e-04   2.603444e-04   6.613778e-05   9.118855e-04
#> 18   -1.536985e-04  -3.267111e-04  -1.622693e-03  -1.687074e-03  -1.199440e-03
#> 19    4.330255e-04  -2.814739e-04   3.591299e-05   8.385107e-04  -4.542045e-04
#> 20   -4.517415e-04  -2.667032e-03   7.531684e-04   1.639521e-03   8.098289e-04
#> 21   -1.618580e-03   1.792164e-03  -1.906410e-04   1.057873e-03  -2.421935e-03
#> 22    1.884479e-03   4.114654e-04   1.978673e-03  -1.449662e-03   5.257259e-04
#> 23    7.888518e-04   7.488161e-04  -6.459863e-04   2.568572e-04  -1.159472e-03
#> 24    6.359409e-05  -1.566194e-03   1.715138e-04   1.600364e-03   1.677319e-03
#> 25   -2.666973e-03   1.113778e-03   1.006808e-03  -1.342447e-03  -1.578358e-03
#> 26   -1.507966e-03  -1.697431e-03  -2.185398e-03   1.080893e-03   1.711293e-04
#> 27   -2.949985e-03  -3.305546e-04   3.655851e-04   1.647763e-03  -2.444739e-03
#> 28   -3.888856e-03   6.325985e-04  -1.724792e-05   3.379465e-03   1.855523e-04
#> 29    1.150050e-03  -9.119060e-04  -9.697050e-04  -4.285039e-04   1.198846e-03
#> 30   -1.169760e-03   1.190988e-04   4.661751e-04   9.057070e-05   1.421924e-03
#> 31    2.108877e-04   1.421872e-04  -1.309263e-04  -8.142557e-04  -3.303036e-05
#> 32    1.986610e-03  -6.709556e-04   2.076939e-04  -1.943151e-03  -1.263713e-03
#> 33    5.243576e-03  -1.315366e-03   3.383167e-04   1.171136e-03   1.692479e-03
#> 34   -2.403393e-03  -1.891177e-03  -5.364189e-04   1.370098e-03   2.803930e-04
#> 35   -4.032917e-03  -2.585218e-03   1.770378e-03  -2.320069e-03   1.224453e-03
#> 36    1.537822e-03  -8.509341e-05   8.238512e-04  -5.381078e-04  -9.912434e-04
#> 37   -5.302891e-04   3.002676e-04  -1.122381e-03   5.075615e-04  -9.283361e-04
#> 38    1.839546e-03  -4.529844e-03  -2.636457e-03  -4.368347e-06   3.410101e-05
#> 39   -7.022891e-04  -2.913826e-03   2.622436e-04  -1.630276e-03  -1.917990e-03
#> 40    1.058200e-03  -1.159560e-03  -1.434669e-03   6.293883e-04   9.421056e-05
#> 41   -1.637980e-03   3.138448e-03  -8.784254e-04   3.453891e-05   2.760096e-04
#> 42    6.618409e-04  -5.536236e-05  -5.729512e-04   4.019487e-04  -1.896158e-03
#> 43   -4.545105e-04   3.509080e-05   6.057654e-05   6.685184e-04   2.599947e-03
#> 44    7.128722e-04  -8.516818e-04  -6.833400e-04   7.434791e-04   1.386913e-03
#> 45    3.299696e-03  -7.720467e-04   1.828644e-03  -3.988196e-03  -6.187660e-04
#> 46    9.494607e-04   2.897736e-04   1.513928e-03  -4.524245e-04  -1.106820e-03
#> 47    2.956924e-04   4.336153e-04   2.800149e-03   2.693066e-03   1.148968e-03
#> 48   -5.459251e-04  -1.656931e-03  -2.083204e-03   2.436380e-03  -1.200801e-03
#> 49    1.842916e-04   7.634305e-04  -1.328917e-04   3.239162e-04  -1.887782e-03
#> 50    1.983843e-03  -3.157144e-03   1.327809e-03  -6.696179e-04   1.646770e-03
#> 51    1.237334e-03   1.663465e-03  -5.364091e-04   2.120922e-03  -6.977687e-04
#> 52   -3.516891e-04  -5.689051e-05   2.752091e-03   4.758567e-05  -2.897998e-03
#> 53   -8.661762e-06   2.802690e-03  -6.964856e-04  -2.476256e-03   2.120867e-03
#> 54   -7.952267e-04   2.612007e-03  -2.683061e-03  -2.084498e-03   2.074461e-03
#> 55    3.341853e-04   2.934584e-03   1.600159e-04  -2.552976e-03  -4.310707e-03
#> 56    2.261105e-04  -7.900773e-04  -7.884133e-04  -4.979592e-04   8.805626e-04
#> 57    9.372519e-04   8.662009e-04   3.447856e-04  -8.476622e-04   4.911607e-04
#> 58   -4.553523e-03  -2.354400e-03   4.388966e-04  -3.021114e-03   1.395621e-04
#> 59    2.398809e-04   4.433001e-03  -2.159224e-03  -1.631624e-04  -2.197011e-04
#> 60   -5.051406e-03  -2.346719e-04  -7.842671e-04   7.072778e-05  -7.404303e-04
#> 61    7.639893e-04  -4.834192e-04  -1.152061e-03  -4.951721e-05   2.566915e-03
#> 62    5.639001e-04   1.836047e-03  -2.428660e-03   2.918154e-04   1.952565e-03
#> 63   -1.372459e-03  -2.473137e-04   4.107790e-04   1.217163e-03   2.374028e-03
#> 64    2.217329e-03  -6.761083e-04   1.846772e-04  -1.050890e-03  -9.861553e-04
#> 65    9.623571e-04  -1.940184e-04  -7.992675e-04  -6.416854e-04   7.290717e-04
#> 66   -2.195849e-03   8.197919e-04   3.421653e-03  -2.223726e-03   1.589009e-03
#> 67   -1.046107e-03   1.540275e-04  -5.321960e-05  -3.532430e-03   2.338009e-03
#> 68   -2.398929e-03   2.061543e-05  -1.052727e-03   2.375600e-04  -3.605823e-04
#> 69    7.435259e-04  -8.026945e-04   1.160820e-05  -6.086026e-04   7.553973e-04
#> 70    5.013729e-04   2.558413e-04   2.002713e-03  -7.990945e-04   7.327621e-05
#> 71    3.238847e-03   8.021414e-04  -1.453159e-03   6.691187e-04   7.056062e-04
#> 72    8.016081e-04   5.427037e-04   3.335384e-04   1.084195e-03  -1.145641e-03
#> 73    4.380438e-03  -1.974334e-03  -2.838009e-04   1.492896e-03   2.247636e-04
#> 74    2.352827e-05  -1.029511e-03  -6.509516e-04   6.453343e-04   5.511794e-04
#> 75   -1.360001e-03   1.332301e-03  -8.018679e-04   1.041937e-03   5.609076e-04
#> 76    1.020882e-03   1.754534e-03  -4.533359e-04   1.339724e-03   3.042950e-04
#> 77   -1.097186e-03   6.367177e-04  -7.956134e-04  -3.447922e-04   6.739054e-04
#> 78    2.918969e-03  -1.197748e-03   1.343249e-03   1.963098e-03  -4.932125e-04
#> 79    1.305046e-04  -1.148744e-03   8.774461e-04   4.915051e-04  -4.253929e-04
#> 80   -1.584788e-03   1.415219e-03  -7.120453e-04   2.215317e-03  -9.065826e-04
#> 81    1.036536e-03   1.143016e-03   3.415918e-04  -1.143853e-04  -5.148927e-04
#> 82    1.254355e-03  -3.780126e-04   9.319557e-04  -2.587960e-03  -1.798336e-03
#> 83   -3.413126e-04   2.844870e-04  -2.863835e-03  -2.192567e-03  -2.711058e-03
#> 84    1.896392e-03   5.319951e-05  -3.188666e-03   2.297314e-06   2.575024e-04
#> 85    3.612308e-04   1.060526e-03   2.071182e-03   1.953432e-03  -3.046852e-03
#> 86    2.983558e-03  -2.044501e-03   6.281580e-04   8.702859e-04   3.536020e-03
#> 87   -3.508683e-03   1.429176e-03  -3.928450e-03  -1.880451e-05  -8.295154e-04
#> 88    6.083550e-05   2.875246e-04   1.479017e-03   3.438445e-04  -1.026173e-04
#> 89    2.150742e-03  -3.329379e-03  -1.794503e-03  -4.997899e-03  -2.080754e-03
#> 90   -7.113372e-04  -8.085750e-04   7.799801e-04   7.834911e-04   1.804955e-03
#> 91   -1.309393e-03  -2.256567e-04   2.262552e-03   1.087803e-03  -3.641615e-03
#> 92    1.882730e-03  -2.272459e-03   5.453135e-04  -1.102160e-03  -2.560327e-03
#> 93   -3.182770e-04  -1.314518e-03  -2.742156e-03   7.261706e-04  -3.087239e-04
#> 94    1.669068e-03   4.453346e-03   3.625186e-04  -8.099231e-04   1.069719e-03
#> 95   -2.433873e-03   3.919512e-04   2.272920e-03   1.264271e-03   4.094566e-04
#> 96    2.377819e-03   2.606449e-03   1.470652e-03  -1.443711e-03  -4.265291e-04
#> 97   -4.606451e-04  -2.013017e-03  -1.152509e-05   1.278360e-03  -1.447918e-03
#> 98    3.653943e-04   1.783895e-03   1.162914e-03  -1.716058e-03   9.690203e-04
#> 99    1.057448e-03  -2.297709e-04  -1.516350e-03   1.087893e-03   4.866961e-04
#> 100   1.716529e-03  -5.948849e-04  -1.350006e-03   5.269022e-04  -7.139048e-04
#> 101   4.158550e-04  -5.330232e-04   1.465545e-03  -2.611400e-04   3.169977e-03
#> 102  -2.484708e-04   1.075526e-03  -7.329565e-04  -8.251332e-04   2.055339e-03
#> 103   1.059861e-03  -5.193490e-03   3.786568e-04   7.400573e-05   1.124804e-03
#> 104   2.479571e-03   8.718676e-04  -1.848270e-03  -7.044998e-04   3.664830e-04
#> 105   2.640017e-03  -2.541662e-03   2.438652e-03   2.568630e-03   1.392057e-03
#> 106  -3.702188e-04  -2.315776e-04   3.072321e-04   1.315566e-03  -6.065168e-04
#> 107   2.053033e-04   1.527479e-03   1.046709e-03  -2.837197e-04  -8.181656e-04
#> 108  -4.573426e-03  -1.529319e-03   2.474991e-04  -3.030309e-03   1.033888e-03
#> 109  -1.663978e-03  -2.008728e-03   2.770147e-03  -1.559527e-03   3.919953e-04
#> 110  -1.541087e-03  -2.176763e-03  -3.341374e-04  -3.065606e-04   8.578297e-04
#> 111  -2.440307e-03  -2.062340e-03   7.724491e-04  -7.027345e-04   1.356493e-03
#> 112  -1.973184e-03   3.210819e-03  -7.974597e-05  -4.059230e-04   2.648205e-03
#> 113  -2.187906e-03   1.773225e-03  -3.779731e-03  -1.561638e-03   1.578412e-04
#> 114  -1.258241e-03  -2.345271e-03   2.283723e-03  -1.025611e-03  -1.965371e-03
#> 115  -2.076616e-03  -1.395599e-03   2.482245e-03  -1.542459e-03  -3.974777e-04
#> 116   3.351378e-04  -4.680822e-04  -6.704041e-04  -2.235725e-04  -6.494449e-04
#> 117  -1.636934e-03   1.753130e-03  -1.424804e-03  -1.403402e-03  -1.228200e-05
#> 118  -2.148240e-04  -1.810339e-03   2.558223e-03  -6.088568e-04   1.295228e-03
#> 119  -2.065543e-04  -1.067466e-04   1.065640e-03   2.046235e-03  -5.205743e-04
#> 120   2.516977e-03  -2.321588e-04  -1.150679e-03  -6.558651e-04  -1.735332e-03
#> 121   4.200555e-04  -1.950400e-03   5.254882e-04   2.036539e-03  -1.420168e-03
#> 122  -1.994669e-03  -1.954400e-03   1.863058e-04   4.690739e-03   3.579365e-03
#> 123   1.478782e-03   1.475107e-03  -2.559077e-03  -2.484325e-03  -9.377932e-04
#> 124  -1.666550e-04   3.546023e-04   4.608571e-03   4.657004e-04  -2.240330e-03
#> 125   1.101844e-03   2.377696e-03   7.354860e-05   1.105240e-03  -1.394885e-03
#> 126  -1.044763e-03  -2.381753e-03  -2.344179e-03   2.479265e-03  -3.055122e-03
#> 127  -1.043312e-03  -2.465229e-03   1.220982e-03  -5.416169e-04   6.217003e-04
#> 128  -1.934088e-03   1.381463e-03  -8.453201e-04   4.514566e-04  -8.264935e-04
#> 129   8.246807e-05   3.430154e-04   9.886998e-04  -2.025830e-03   1.043292e-03
#> 130  -9.558424e-04  -5.760242e-04  -4.558829e-04   9.373483e-04  -1.948740e-03
#> 131   1.948838e-03  -1.380284e-03   1.751974e-03  -2.356363e-03  -2.068251e-03
#> 132  -4.910982e-04  -8.695856e-04   5.357168e-04  -1.889966e-04  -1.417569e-03
#> 133   3.621808e-04   1.863212e-03  -8.832134e-04   1.457528e-03   9.202834e-04
#> 134  -7.708425e-04   1.614527e-03   2.329329e-04   1.235150e-04  -1.023379e-03
#> 135  -3.390109e-03  -5.444585e-04  -2.500734e-03   2.362374e-03  -2.067368e-03
#> 136  -2.656419e-03   9.475119e-04   1.613716e-03  -4.656241e-04   2.264727e-03
#> 137  -1.154705e-03   1.712935e-03   1.481611e-03   3.339066e-03   4.758607e-03
#> 138   9.477279e-04  -1.317009e-03   1.760105e-03   1.540437e-03  -1.271288e-03
#> 139  -3.385950e-04   9.112383e-04  -3.790991e-04   1.200830e-03   7.461681e-04
#> 140   1.334218e-03   1.461809e-03   8.301830e-05  -1.087584e-03  -6.006549e-04
#> 141   1.741854e-03  -5.819030e-04   4.072276e-04  -9.014734e-04  -7.323539e-04
#> 142  -9.142917e-04   1.356795e-03   5.824909e-04   3.268554e-05  -4.474614e-04
#> 143  -3.058016e-04  -3.130977e-03   1.544156e-03   9.024503e-04  -6.549836e-04
#> 144   6.345143e-04  -1.324995e-04  -8.204485e-04   1.437721e-03  -9.382308e-04
#> 145   2.175525e-03   1.730975e-03   9.611475e-04   6.152379e-04  -3.208508e-03
#> 146   3.764456e-04   1.586535e-04  -7.460219e-05  -2.074846e-04   5.209165e-04
#> 147  -2.383348e-03   4.756716e-03   1.375796e-03   1.331844e-03   1.983968e-03
#> 148   1.063088e-03   4.081515e-04   6.513973e-04  -1.496442e-03   1.194059e-03
#> 149  -1.015396e-03  -2.355451e-03  -3.299058e-03   1.510481e-04   8.987001e-04
#> 150   4.246105e-04   8.374905e-04  -4.276740e-04   3.842439e-04   1.747137e-03
#> 151  -9.581751e-04   3.473993e-04  -4.811425e-04   1.593405e-03   2.268725e-03
#> 152   5.024220e-04   4.190707e-04   1.972847e-03   5.050695e-04  -1.637664e-03
#> 153   1.212395e-03   6.378823e-04  -1.001220e-03  -1.171848e-03  -1.763211e-03
#> 154  -2.389835e-04  -2.070025e-03   1.247746e-03   8.373593e-05  -8.687009e-05
#> 155   1.804765e-03  -1.390400e-03   1.507135e-04  -4.464254e-04   3.658473e-04
#> 156  -1.664692e-03  -1.366375e-03  -3.785171e-04   1.380322e-03  -1.009657e-03
#> 157   1.274531e-03   1.572800e-03  -4.236874e-03   1.988136e-03  -2.863454e-03
#> 158   1.489681e-03  -1.694051e-03  -9.263456e-04  -1.885016e-03   2.483731e-03
#> 159  -5.617700e-04   3.989880e-03   2.412341e-04   1.136647e-03  -6.353108e-04
#> 160   1.239427e-03  -2.371114e-03  -9.945884e-04   2.806591e-03  -1.471572e-03
#> 161  -8.386929e-05   4.473684e-04   1.611815e-03  -5.147534e-03  -1.954777e-03
#> 162   2.763340e-04   1.275434e-03  -1.541305e-03  -5.352091e-04   6.915543e-04
#> 163  -1.442813e-03   1.093828e-03   1.654404e-05  -8.391226e-04   8.655178e-04
#> 164  -1.486199e-04  -1.147645e-03   4.761208e-04   6.738650e-04   2.991605e-04
#> 165   4.539025e-04   4.362592e-04  -9.466870e-06  -5.582383e-04   2.288546e-04
#> 166   4.016259e-03   7.336167e-04   2.145569e-03   3.745154e-04  -1.458767e-04
#> 167   1.106888e-03   5.725388e-04   1.261828e-03  -9.542698e-04   1.525815e-03
#> 168  -9.030280e-04   8.476330e-04   2.998599e-03  -4.103467e-04  -1.291804e-03
#> 169  -5.035500e-04   1.178438e-03   4.739733e-04  -5.603614e-04   2.726493e-03
#> 170  -8.748744e-04   2.758345e-03   1.658528e-03   2.819622e-03   1.910482e-03
#> 171  -4.234945e-04   2.629303e-03   2.112221e-03   1.509874e-03  -2.171615e-03
#> 172   2.400822e-03   1.186678e-03  -1.131905e-03   2.498324e-04   1.260060e-03
#> 173  -1.430327e-03   9.788335e-05   5.988752e-04   1.031993e-03  -1.248990e-03
#> 174   4.112899e-04   6.353375e-05  -8.430975e-04  -1.195674e-03   7.326246e-04
#> 175   1.087554e-03  -2.407031e-03  -3.383474e-03  -8.640892e-04   4.560159e-04
#> 176   2.330922e-03   2.984866e-04  -2.980425e-03  -9.854842e-04   1.663313e-03
#> 177  -2.031640e-03   4.841629e-04  -3.712348e-03   9.280965e-04  -8.179731e-04
#> 178  -6.265342e-04  -8.684396e-04   1.169318e-03   2.854204e-04  -4.631841e-04
#> 179  -1.331521e-03  -1.790842e-03  -2.220356e-03  -3.505044e-03  -1.975021e-03
#> 180  -3.471893e-05  -2.064567e-04  -7.154390e-04   1.617901e-03  -1.830168e-03
#> 181   2.742439e-03   9.908820e-04   1.557323e-03   4.132897e-03   2.431106e-03
#> 182  -4.965664e-03  -3.696429e-04   6.765229e-05  -3.244525e-03  -1.312157e-03
#> 183   1.414275e-03  -7.399025e-04   5.495455e-05   1.652650e-03   2.005830e-03
#> 184  -4.442538e-04   1.597990e-03  -2.346095e-04  -8.010733e-04   4.853631e-04
#> 185  -5.498365e-04   3.773398e-03  -1.373642e-03  -1.842606e-03   8.628043e-04
#> 186  -1.259780e-03  -1.525083e-03  -5.972922e-05  -9.970460e-04   4.374186e-04
#> 187   2.000173e-03  -5.548913e-04   1.044425e-03  -1.173784e-03   1.843663e-03
#> 188   3.032586e-03  -9.101704e-04  -1.552760e-03  -1.189949e-03   4.603946e-04
#> 189   2.521407e-03   2.286506e-03   5.336126e-04   6.248757e-04  -9.282548e-04
#> 190  -2.344677e-03   1.000140e-03  -3.731466e-03   5.552350e-04   2.507343e-03
#> 191   1.467945e-03  -7.881092e-05  -4.640803e-03  -2.896185e-03   9.213525e-04
#> 192  -1.690074e-03   2.675341e-03  -1.613347e-03  -4.344763e-04  -1.574098e-03
#> 193  -6.119805e-04  -1.147734e-04  -3.582520e-03   3.315806e-03   1.470844e-03
#> 194   2.008948e-03  -1.627194e-03   1.126675e-03   3.698575e-03   5.687330e-04
#> 195  -2.006340e-04   9.004179e-04   1.159854e-03   4.465636e-03  -2.316260e-03
#> 196  -2.256849e-04  -3.613039e-04  -8.951115e-05   1.232928e-03  -8.818359e-04
#> 197   8.168272e-05  -3.815312e-04   1.837301e-04  -1.042493e-03   2.899655e-04
#> 198  -6.671522e-04   2.074358e-04   1.584470e-04   1.083401e-04   2.684342e-04
#> 199  -7.240058e-04   2.227561e-03   3.350563e-03   2.657844e-04  -4.823426e-04
#> 200  -1.157016e-04   1.627879e-03   8.197522e-04  -1.513240e-03  -7.923436e-04
#> 201   5.948294e-04   5.045067e-04   1.451844e-03  -4.436006e-04   1.054106e-03
#> 202  -6.559595e-04  -1.025115e-03   9.275232e-04   1.411986e-03  -4.480741e-04
#> 203  -6.690895e-04  -3.093362e-03  -2.648746e-03  -5.527027e-04   2.108873e-03
#> 204   7.407000e-04  -1.371604e-04  -7.284152e-04   6.135292e-04  -7.072428e-04
#> 205  -6.498083e-04  -7.299174e-04   8.412947e-04  -1.673897e-03   9.122574e-04
#> 206  -1.442640e-03  -1.308468e-03  -1.865627e-04  -2.740532e-04   1.077970e-04
#> 207  -8.704220e-04  -1.015226e-03  -1.175976e-03   1.718700e-03  -5.007211e-04
#> 208   9.296025e-04   1.253902e-03  -2.324817e-04  -5.283093e-07   6.975743e-04
#> 209   3.391092e-03   1.749015e-03  -3.803739e-03   1.577200e-03   6.411922e-05
#> 210   7.389367e-04   5.640102e-04  -1.810531e-04  -6.788492e-04  -9.553013e-04
#> 211   3.534435e-06   4.179988e-03   3.389491e-03  -1.867390e-03   1.841885e-03
#> 212   3.406921e-03   8.435894e-05   2.038208e-03  -1.482827e-03   9.523351e-04
#> 213   6.025067e-05   6.827719e-04   3.355519e-04  -1.491106e-03   9.795796e-04
#> 214  -4.539784e-04  -8.563536e-04  -1.359561e-03  -8.310630e-04   1.211204e-03
#> 215  -3.390311e-03  -1.105933e-03   3.446434e-03   2.213387e-04   8.590151e-04
#> 216  -2.009300e-03  -2.664613e-03   9.733703e-04   1.333404e-03   2.388234e-03
#> 217  -1.148068e-03  -3.213530e-03   1.482993e-03  -9.049324e-05  -6.615875e-04
#> 218  -3.165977e-04   1.227782e-04  -8.426926e-04  -2.556242e-04   1.233178e-03
#> 219  -1.792847e-03  -1.219290e-03   1.110910e-03   5.694352e-04  -7.445877e-05
#> 220   5.833883e-04  -1.979997e-03   6.223639e-04   1.045917e-03  -3.220234e-03
#> 221  -4.371403e-04  -7.194345e-04  -4.097911e-04   3.774527e-04   1.438595e-04
#> 222  -8.858089e-04  -3.208761e-03  -1.355753e-03  -3.250633e-03   2.519148e-03
#> 223  -1.945244e-04   2.387020e-03   3.189673e-04  -3.230267e-03  -3.375790e-04
#> 224   2.942977e-03  -2.310720e-03   2.825213e-03  -1.300715e-03   8.696398e-04
#> 225  -3.088499e-04   1.068353e-03   2.229264e-03  -3.069113e-05  -1.689213e-03
#> 226   2.798365e-03  -2.362072e-03  -1.666010e-03  -1.653605e-03   4.993195e-04
#> 227  -1.004493e-03   1.562855e-03  -1.451502e-03  -1.582310e-03  -1.895833e-03
#>     pca_factor_186 pca_factor_187 pca_factor_188 pca_factor_189 pca_factor_190
#> 1    -1.678680e-03  -7.166260e-05  -4.189923e-04  -3.088609e-03   4.835602e-04
#> 2    -6.841534e-04  -7.545984e-05  -1.702492e-03  -5.878207e-04  -4.272058e-04
#> 3    -4.374883e-04   1.047854e-03   3.067411e-04  -1.154013e-03  -1.106909e-03
#> 4     1.275139e-03  -9.659181e-04   7.661696e-04   8.988878e-05   5.897016e-04
#> 5    -5.361893e-04   6.788297e-04   5.759520e-06  -5.499065e-04   3.783056e-04
#> 6    -9.501729e-05  -4.423718e-04  -4.118113e-04   9.820378e-05  -7.286169e-04
#> 7     4.174103e-04   3.676589e-05   1.259232e-03   3.456562e-04   7.668797e-04
#> 8     1.471265e-03   1.495396e-03   6.108384e-04  -3.720009e-04   1.702699e-03
#> 9     1.950868e-03  -1.435851e-03  -3.648837e-04  -1.103120e-03   3.678912e-04
#> 10    2.260594e-03  -5.027790e-04  -9.803999e-04   1.788035e-04  -4.463389e-04
#> 11    4.792423e-04  -5.544269e-04  -1.635838e-04  -5.170603e-04  -2.013339e-04
#> 12   -1.408768e-03  -3.926679e-04  -2.049830e-04   7.483569e-04  -4.803700e-05
#> 13   -4.006771e-04  -1.266172e-03  -5.426402e-04   2.303282e-03   5.051011e-04
#> 14    1.886325e-03  -5.458646e-05  -8.479395e-05  -7.166008e-04  -6.895339e-04
#> 15   -7.127199e-05  -2.292540e-03   1.381762e-03  -4.596274e-04   1.500449e-04
#> 16    3.609277e-04  -1.776918e-03   1.526239e-03   7.669187e-04  -1.947197e-03
#> 17    3.620966e-06  -2.307182e-03  -1.662741e-03  -1.769285e-05  -3.425983e-04
#> 18   -2.345747e-04   2.947591e-03   2.276126e-03  -4.084629e-04   1.151303e-03
#> 19    1.008432e-03  -2.070506e-05  -1.972726e-04   1.625774e-04   2.690672e-04
#> 20    2.447580e-03  -7.964622e-04   1.537791e-03  -8.089421e-04   8.908194e-05
#> 21    7.331767e-04  -2.103457e-04   1.802570e-03  -1.141986e-03  -8.418064e-04
#> 22    1.675929e-03  -3.236633e-04  -1.594901e-04   4.827589e-04   1.227325e-03
#> 23    7.214273e-05   6.687064e-04   7.100529e-05   1.058227e-03  -1.716968e-06
#> 24    7.107261e-05   3.826920e-04   1.755030e-03  -1.217769e-03  -2.301792e-03
#> 25   -1.024568e-03   1.599281e-03  -1.933237e-03  -2.215404e-04  -3.014264e-06
#> 26   -3.406212e-03  -4.565004e-04   1.479716e-03   3.343813e-04  -2.170564e-03
#> 27    8.030020e-04  -6.614733e-04   5.067497e-04  -2.646448e-04  -3.070024e-03
#> 28   -8.272767e-04  -8.713960e-04   2.317856e-03  -3.882918e-04   3.040966e-03
#> 29   -1.408760e-03   1.175721e-03   3.107675e-04  -1.037168e-03   3.493724e-03
#> 30    1.271867e-03   1.932294e-04  -9.762985e-04  -1.246821e-03   8.593797e-04
#> 31   -1.083814e-03  -1.256277e-03   1.172779e-03  -2.889560e-03  -1.268055e-03
#> 32    1.531393e-03   1.521429e-03   2.545929e-04   1.360534e-04  -9.985940e-04
#> 33   -1.614587e-03   1.937930e-03  -1.103167e-03  -5.737744e-04  -1.660741e-03
#> 34   -1.179115e-03   3.407326e-04  -3.705549e-03   2.926089e-04  -9.633702e-04
#> 35   -9.793927e-04   1.948227e-03  -1.054160e-03   1.887267e-03   1.061214e-03
#> 36   -1.838895e-03  -2.165707e-03   2.181853e-03  -6.270592e-04   9.720807e-04
#> 37   -4.500679e-04   3.317498e-05   1.263462e-04  -2.166562e-04  -1.514069e-04
#> 38   -1.495421e-03   1.501941e-03   6.060409e-04  -8.520927e-04   9.260423e-04
#> 39   -6.598377e-04  -5.087388e-04  -1.446188e-03   1.273709e-03  -4.808538e-04
#> 40    3.045462e-04   2.379147e-03  -1.199013e-03  -8.376101e-04   3.690957e-03
#> 41   -9.502752e-04   7.955151e-04   1.037133e-03  -9.705099e-04  -1.930041e-04
#> 42   -1.031909e-03  -1.239167e-03   8.397317e-04  -4.510959e-04   3.075585e-03
#> 43   -2.889871e-04   1.331096e-03  -7.505787e-04  -1.602532e-03   3.005725e-03
#> 44   -1.575663e-03   6.552812e-04   1.226098e-03   9.354785e-04  -8.033959e-04
#> 45    1.872157e-03   1.226534e-03  -3.953245e-04  -1.045198e-03   4.174790e-04
#> 46   -1.465062e-03  -6.107377e-04   1.071997e-03   4.523464e-04   2.921683e-03
#> 47   -1.835379e-03   2.045377e-03  -1.551523e-03   2.153435e-03   7.648177e-04
#> 48    8.447828e-04  -9.258948e-04  -1.514877e-03   7.999259e-04  -6.871920e-04
#> 49    1.303439e-03   6.662654e-04  -4.694065e-04  -5.224505e-04  -7.919809e-04
#> 50    2.568745e-03  -6.745991e-05  -1.148268e-04   1.898969e-03   3.879498e-04
#> 51    2.092198e-03  -6.451562e-04   8.670124e-04   6.677395e-04   3.438501e-04
#> 52   -9.682048e-04   1.782428e-03  -1.309110e-03   1.633871e-03  -1.073704e-03
#> 53   -1.084555e-03   1.476184e-04   1.361992e-04   1.506959e-03   1.527651e-03
#> 54    3.497036e-03   2.654428e-03  -2.037349e-03  -1.074087e-03  -3.668306e-04
#> 55    2.219595e-04   3.572727e-03  -4.925605e-03  -2.386446e-03  -1.111349e-03
#> 56   -7.901554e-04  -2.842151e-04  -1.715831e-04  -5.101479e-04  -1.168877e-04
#> 57    1.794025e-03   1.001321e-03  -2.219712e-03   1.444008e-03  -1.823231e-03
#> 58   -1.338347e-04   1.371221e-03   1.436495e-04  -1.817082e-04   5.209015e-04
#> 59    5.641754e-04  -2.338725e-03  -6.239726e-04   3.297639e-03   6.645304e-04
#> 60    7.488909e-04   1.049418e-03  -1.683796e-04  -7.990862e-04  -3.067933e-04
#> 61    1.587368e-03   2.340877e-04  -6.716163e-04   6.249873e-04  -1.352320e-03
#> 62   -1.043115e-03  -1.539291e-03  -1.416056e-03   9.289179e-04  -1.791718e-05
#> 63    2.751001e-04  -4.833375e-04   4.870522e-04   3.842496e-04   1.177309e-03
#> 64    2.564891e-03  -2.158896e-03  -1.155405e-03   1.907359e-04  -2.304755e-03
#> 65    3.526289e-05   6.744374e-04   6.209817e-04  -9.014199e-04   2.353676e-03
#> 66    1.111075e-03  -5.061392e-04   6.862733e-04  -3.932109e-03  -3.836965e-04
#> 67   -1.718805e-03  -5.788785e-04  -1.103708e-03  -1.052136e-03   2.285441e-04
#> 68    7.023318e-04   2.188980e-04   8.483103e-04   1.336669e-03  -1.491614e-03
#> 69    1.632589e-04  -4.691419e-04   3.646482e-04   9.514118e-05  -8.152281e-04
#> 70    6.010823e-04  -1.323107e-03  -5.990127e-04   1.351932e-03  -8.754273e-04
#> 71   -1.411155e-04  -8.289234e-04   5.111586e-04   3.249338e-04   3.656305e-04
#> 72   -1.280342e-03   1.317117e-03   1.372860e-03  -1.076703e-03   3.358397e-04
#> 73    7.544872e-04   2.376649e-04  -2.405893e-03  -1.055033e-03   9.107579e-04
#> 74    3.937540e-05  -7.166058e-04   1.250924e-03  -5.810789e-04  -4.469441e-04
#> 75    1.614788e-03   2.868819e-03  -3.902555e-04  -5.670977e-04   1.328337e-03
#> 76    1.414846e-04  -2.351793e-04   3.853626e-04   5.241536e-05  -1.896488e-03
#> 77    1.159261e-03  -6.896150e-04   1.980742e-03   1.685380e-03   1.080525e-03
#> 78   -7.989089e-04   3.275851e-04  -1.599944e-03  -2.173809e-03  -3.318495e-04
#> 79    1.368927e-03   2.082659e-03   9.511017e-04   1.308760e-03   2.779792e-04
#> 80   -6.872996e-04  -1.278491e-03  -3.629987e-04   5.700839e-05   5.485947e-04
#> 81    1.203146e-04  -1.901482e-04   1.223051e-04  -5.977016e-05   4.379066e-04
#> 82    1.622108e-04  -1.454158e-03  -2.614318e-03   1.304685e-03  -1.313691e-03
#> 83    1.053427e-03   6.983373e-04   2.709265e-03  -6.215763e-04   3.434595e-05
#> 84   -4.415306e-04   2.260356e-04  -2.345011e-04  -1.602478e-03   1.067967e-03
#> 85   -5.720749e-03  -8.244396e-04   3.099753e-03   3.222498e-04   8.775409e-04
#> 86   -1.469937e-03  -3.935219e-03   3.600937e-03   3.370858e-03   1.013373e-03
#> 87   -1.842615e-03   1.654484e-03   8.062505e-04  -8.196874e-04   1.108053e-03
#> 88   -1.103891e-03  -1.679942e-03   9.916855e-04   4.615826e-04  -5.460878e-04
#> 89   -8.783734e-04  -6.759349e-03  -3.089158e-03  -5.561464e-04   4.307182e-03
#> 90    2.287805e-04  -5.235512e-05   1.087347e-03  -1.852801e-04   1.131557e-03
#> 91    2.878471e-03  -2.883400e-03  -2.121400e-03  -7.273589e-04   2.403667e-03
#> 92   -2.313137e-03  -8.776265e-04  -8.637686e-05   4.706942e-04  -3.391097e-04
#> 93    4.238124e-04   7.557521e-05   3.531147e-05  -4.322602e-04   4.967284e-04
#> 94    4.773029e-03  -9.488248e-07  -2.154237e-03  -1.143430e-04   1.981880e-03
#> 95    2.400995e-03   3.693126e-04  -1.085312e-03   2.915969e-03   9.428092e-04
#> 96   -2.919983e-03  -4.023244e-04  -1.819504e-04  -1.845931e-03  -9.261895e-04
#> 97    2.053349e-03   1.736459e-03   1.676756e-03   1.228497e-03   4.151992e-04
#> 98   -1.477185e-03  -6.580565e-04  -1.951447e-04  -2.984765e-03  -7.192220e-04
#> 99   -2.560122e-04   2.995160e-06  -1.116017e-03   9.951193e-04   1.545086e-04
#> 100  -1.122560e-03   1.169936e-03   1.604941e-07   3.526690e-03   6.896037e-04
#> 101   7.717431e-04   5.856718e-05   8.033710e-04   7.447994e-04   4.462386e-04
#> 102  -2.568409e-03  -4.034179e-04  -1.365254e-03   1.056756e-03  -1.089782e-03
#> 103   1.600605e-03  -1.419839e-03   6.479394e-04   9.777842e-04   1.224129e-04
#> 104  -1.237902e-03  -9.908052e-04   9.933081e-04  -6.402459e-04   4.996951e-04
#> 105  -3.106287e-04  -2.339146e-04  -5.661981e-04  -2.762761e-04   1.248147e-03
#> 106   1.251463e-03   1.364566e-03  -1.935185e-03   2.744039e-03   1.084950e-03
#> 107   1.152545e-03   2.247276e-04  -6.033731e-05   2.264243e-04   2.017253e-03
#> 108  -1.651741e-04  -3.967285e-04   1.593086e-03  -1.599928e-03  -8.734482e-04
#> 109   9.463960e-04   1.567095e-04   6.315326e-04  -6.549020e-04  -4.381690e-04
#> 110  -1.396334e-03   1.085947e-03  -2.678206e-04  -1.682306e-03  -3.746938e-04
#> 111   1.312678e-03   1.172699e-03   1.136696e-03   1.965564e-03   4.933120e-04
#> 112   1.407026e-03   3.313866e-03   1.822735e-03   2.724905e-04   2.540074e-03
#> 113  -8.577414e-04  -5.525173e-04  -5.048313e-05   2.842340e-03  -1.523836e-04
#> 114   1.405542e-03   1.105115e-03   9.516780e-04  -2.715113e-04  -3.076246e-04
#> 115   2.326352e-04   1.682286e-03   5.698220e-04  -3.965496e-05   4.919026e-04
#> 116  -1.203557e-03  -3.844870e-04   1.277103e-03   8.839279e-04  -4.689072e-04
#> 117   7.008964e-04  -2.913493e-03   4.101674e-04  -3.642469e-04  -3.239560e-03
#> 118  -4.753726e-05   1.735882e-04   7.089019e-04  -2.312473e-03   3.276597e-04
#> 119  -4.035049e-03   8.480825e-04  -1.350462e-03  -1.900858e-04   6.143910e-05
#> 120  -6.102652e-04   1.211486e-03  -6.171763e-04  -3.632086e-04   5.406738e-04
#> 121  -2.215460e-04  -4.650909e-04   5.024914e-04  -4.639294e-04   2.069328e-04
#> 122  -3.435603e-03  -1.158303e-03  -5.061832e-03   1.203158e-03  -8.187678e-04
#> 123   3.728920e-06   2.638350e-03  -2.903871e-03  -2.074856e-03   4.518065e-04
#> 124  -1.013936e-03  -3.443507e-04   1.083786e-04   1.578797e-04   4.182235e-04
#> 125   1.496977e-03   8.652134e-04  -7.094036e-04   1.060274e-03   1.257038e-03
#> 126   4.715445e-03  -9.419558e-04   2.115989e-03  -6.380099e-04   1.069746e-03
#> 127   1.334326e-04   5.036315e-04   5.387663e-04  -1.657625e-03  -5.126404e-04
#> 128  -9.534095e-04   4.012530e-04  -5.847152e-04  -7.311098e-04   1.033119e-03
#> 129   4.682693e-04  -4.196990e-04   1.312082e-03   1.217288e-04   6.157839e-04
#> 130  -2.162380e-03   1.688042e-03   5.183872e-04  -5.119691e-04  -9.487178e-04
#> 131   6.036535e-04   2.750598e-03   1.513546e-03   3.621292e-04   1.528789e-03
#> 132  -1.196519e-04   3.344911e-04   7.283936e-05   1.520089e-03  -2.005012e-03
#> 133  -2.712520e-04   3.619547e-04   1.276643e-03  -7.199602e-04  -2.958532e-04
#> 134   1.178506e-05  -1.152078e-03   5.986969e-04  -1.051110e-03  -7.032226e-04
#> 135  -1.128071e-03   2.610574e-04  -1.517816e-03  -6.381575e-04   1.251312e-04
#> 136  -1.607154e-03   5.115187e-04   1.463245e-04   7.821871e-04   1.394663e-03
#> 137   7.325686e-04  -9.774280e-04   4.062859e-03   8.598709e-04   3.146428e-04
#> 138  -1.121565e-04  -1.313821e-04   1.178116e-03   2.330824e-03  -2.216982e-03
#> 139   2.955215e-04   8.046753e-04   1.832959e-04  -1.310752e-03   2.195892e-04
#> 140  -5.166026e-04  -1.515321e-04  -3.217608e-04  -1.371358e-04  -6.621669e-04
#> 141  -3.846426e-04   8.904784e-04   9.393014e-04   1.550664e-05  -4.317297e-04
#> 142  -2.536151e-04   1.879919e-03  -7.982131e-04   1.401984e-03  -4.240394e-04
#> 143   2.906984e-04  -2.036497e-03   1.502519e-03   1.193818e-03   1.342197e-03
#> 144  -9.222339e-04   4.713807e-04  -1.572698e-03  -1.905900e-03   3.830899e-03
#> 145   5.464170e-04   1.188759e-03  -9.326216e-04   1.696584e-03   2.416543e-04
#> 146  -2.232963e-04   1.069626e-04   3.572335e-04   5.041063e-04   2.429475e-04
#> 147   5.789246e-04  -1.331724e-04  -9.114051e-05  -9.712495e-04   3.918794e-03
#> 148   2.765069e-03   4.881688e-04  -1.656566e-03   2.489133e-04   2.742273e-04
#> 149  -1.272499e-04   3.306633e-04   7.081099e-04   8.880432e-04  -5.468800e-04
#> 150   5.678613e-04   8.535740e-04   9.853804e-04  -9.322008e-04  -1.000946e-03
#> 151  -5.994859e-05  -1.913676e-03  -6.184189e-04   1.124589e-03  -2.738631e-04
#> 152   8.685978e-04   3.258420e-04  -4.457462e-04  -4.896229e-04  -8.603430e-04
#> 153   1.696987e-03   2.679019e-05   1.396880e-03   1.658901e-04   6.310862e-05
#> 154  -4.679470e-04   1.117940e-04   1.023382e-03   1.230918e-03   3.537691e-04
#> 155  -1.392258e-03   8.903428e-05  -9.726881e-04  -1.910280e-03   2.642200e-04
#> 156  -1.369884e-03   1.226906e-03   2.055271e-04   5.066877e-04   4.081780e-04
#> 157   1.503073e-03  -1.086204e-03   2.343623e-03   2.078575e-04  -4.438499e-04
#> 158   9.531541e-04   1.832402e-04  -3.164365e-03   1.249887e-03   9.179835e-04
#> 159   1.779297e-03  -2.784731e-03  -9.597868e-04   5.137583e-04  -9.680089e-04
#> 160   2.187214e-03  -4.757420e-04   1.327159e-03  -3.779211e-04  -6.423703e-04
#> 161  -8.995721e-04  -5.825935e-04   2.988172e-03   8.412970e-04   3.098559e-05
#> 162  -1.113155e-03  -1.861541e-03  -1.246659e-03  -1.173194e-03  -9.405512e-05
#> 163  -2.050237e-04   3.064591e-04   1.707353e-03   3.088936e-03   2.831726e-04
#> 164  -1.806769e-04   1.320882e-03   1.258300e-03   5.358244e-04  -5.972444e-04
#> 165  -1.082510e-03  -5.340044e-05   2.060175e-04  -1.654746e-03  -3.689587e-05
#> 166   8.259128e-05   2.518956e-03   2.569377e-03  -2.304493e-03  -1.577102e-03
#> 167   5.822099e-05  -9.053094e-04   1.181628e-03   6.245652e-04  -1.002292e-03
#> 168  -5.761107e-04  -6.493024e-04   8.283846e-04  -1.561734e-03  -1.060041e-03
#> 169   1.854195e-03  -1.594715e-03  -2.201688e-03   3.477068e-04  -3.406106e-04
#> 170   5.615566e-04   5.157140e-03   1.334107e-03   5.199422e-04  -1.973140e-03
#> 171  -7.691033e-04   2.229543e-04  -6.187737e-04   1.680806e-03  -3.067600e-04
#> 172   1.487029e-03  -3.037904e-04  -4.747233e-05  -9.346527e-04  -4.656407e-04
#> 173   6.632322e-04  -2.132385e-03   1.418471e-03   7.230866e-04  -3.820369e-03
#> 174  -9.666234e-04  -3.379010e-04  -5.122327e-04  -7.361287e-04  -5.376216e-04
#> 175  -1.147923e-03   1.935039e-04   1.328903e-03  -6.552241e-04  -3.740482e-03
#> 176  -2.491881e-03   5.084435e-03   1.607907e-03   2.320627e-03  -1.353405e-03
#> 177  -5.878248e-04  -2.917041e-04  -2.246838e-04   4.749511e-04   4.234695e-04
#> 178   1.385862e-03  -4.376157e-04   4.681540e-04   8.080684e-05  -1.152451e-04
#> 179   6.347158e-04  -2.318579e-03  -1.618651e-03   2.911180e-03  -4.709632e-04
#> 180  -9.807492e-05   4.532432e-04   4.644257e-04  -6.698119e-04   1.869846e-04
#> 181  -2.094656e-03  -1.732366e-03  -1.484588e-03  -6.004486e-04  -8.419018e-04
#> 182  -3.287671e-04  -2.784568e-03  -1.129061e-03   7.606753e-04   2.718637e-04
#> 183   1.196392e-03  -1.103967e-03   9.096296e-04  -1.247011e-04   8.237655e-04
#> 184   5.075294e-04  -1.445662e-03  -8.354127e-04   3.479699e-04   5.354980e-04
#> 185  -2.958644e-03   5.147450e-04  -2.947559e-04   1.249264e-03  -1.158174e-03
#> 186   3.831458e-03  -6.302159e-04   1.435286e-03  -2.374670e-03  -2.273937e-04
#> 187   1.884724e-03   2.308591e-04  -5.445497e-04   1.533459e-04  -1.153484e-03
#> 188   9.109979e-04  -2.909338e-04   6.746974e-04   2.002021e-03  -1.536898e-04
#> 189   2.618121e-04  -8.516434e-04   5.829470e-04  -1.759085e-03  -5.833808e-05
#> 190   2.200544e-04  -2.951845e-03   1.505742e-03  -2.026191e-03   5.409012e-04
#> 191   3.631983e-04  -4.019235e-04   2.216680e-03  -1.251490e-03   4.820622e-04
#> 192   1.640103e-04   7.292735e-04   9.936604e-04   2.675457e-04   2.267729e-04
#> 193   2.744958e-03  -1.752800e-03  -1.204066e-03  -3.677755e-03  -1.156757e-04
#> 194  -1.311042e-03   1.341056e-03  -1.719289e-03  -1.418826e-03  -6.524514e-04
#> 195   3.802913e-04   1.276587e-03  -1.008632e-03   2.607115e-03   6.756219e-04
#> 196   5.735594e-04   3.654847e-05   1.758329e-04  -1.292490e-03   2.446515e-04
#> 197  -6.496425e-05  -1.114222e-04  -1.106838e-03   4.427254e-04   7.422872e-04
#> 198  -1.377119e-03  -6.697156e-04  -1.684635e-03  -5.290059e-04  -6.863800e-04
#> 199  -8.367357e-04   3.811136e-04  -4.090429e-04  -8.822021e-05   8.425732e-04
#> 200   4.309719e-04   7.720919e-05  -1.624239e-03   9.376837e-04  -1.540795e-03
#> 201   1.257966e-03   1.507097e-04  -2.993058e-04   2.299733e-03  -3.447674e-05
#> 202   9.737980e-04   4.750214e-05  -7.242696e-04  -1.001607e-04  -1.228641e-05
#> 203   3.806189e-03   6.218245e-04  -1.868874e-03  -3.054609e-04  -4.103244e-03
#> 204   8.520960e-04   1.047798e-03  -2.994090e-04   3.541546e-03   1.279471e-03
#> 205   5.207494e-04   1.378140e-04  -6.182912e-04  -6.054165e-04   3.064007e-04
#> 206   3.687799e-04   5.740017e-05  -2.356333e-06  -5.736694e-04  -6.666185e-04
#> 207  -3.065170e-04   1.330121e-03  -6.735154e-04  -1.238318e-03  -4.654663e-04
#> 208  -6.898985e-04  -7.873107e-04  -3.933264e-04  -1.170097e-04  -5.591139e-04
#> 209  -2.136778e-03  -1.504582e-04  -1.937348e-03   1.086834e-03  -4.485011e-04
#> 210   3.437270e-04   4.957420e-05   5.398611e-04  -3.843137e-04  -7.393118e-04
#> 211  -1.007445e-03  -1.338702e-03   1.816989e-04   3.807042e-04  -1.860699e-03
#> 212   8.368870e-04   4.349380e-04   1.507265e-03  -7.125771e-04   3.585018e-04
#> 213  -1.187091e-03   4.450274e-04   6.255096e-04  -2.058363e-04   5.343649e-04
#> 214   9.648054e-04   1.043539e-03   5.276270e-04  -2.195740e-04  -3.839794e-03
#> 215  -8.101831e-04  -1.550126e-04  -3.003651e-04  -4.272083e-03  -4.700242e-04
#> 216   3.498623e-04  -2.356831e-04  -1.959466e-03  -4.444002e-05   6.174079e-05
#> 217  -8.511689e-04  -6.209594e-04   3.978502e-04   1.275582e-03   2.000785e-03
#> 218  -1.326274e-03  -7.365629e-04  -1.242332e-03  -1.280543e-03  -4.640141e-04
#> 219  -3.059290e-04   4.701118e-04  -2.396659e-03   1.767503e-04  -8.701360e-04
#> 220  -2.212102e-03  -1.806344e-03   5.296478e-04  -2.490575e-04  -1.298843e-03
#> 221  -1.951008e-03  -3.033974e-03  -1.248496e-03  -1.203374e-03   1.418479e-03
#> 222  -1.844000e-03   1.460063e-03  -2.629882e-04   1.177678e-03   9.877546e-05
#> 223  -6.115439e-04   1.660164e-04   1.510583e-03   4.989877e-04   5.605288e-04
#> 224  -3.282630e-04   1.903914e-03  -6.489374e-04  -3.230704e-04  -7.251016e-04
#> 225  -8.341711e-04  -2.262327e-03   1.678906e-04  -2.727449e-04  -2.358013e-03
#> 226  -1.942535e-03   7.294773e-04   1.004563e-03  -3.427031e-04   2.854640e-04
#> 227  -1.732350e-03   1.121994e-03  -4.159958e-04   2.027682e-03  -2.696181e-05
#>     pca_factor_191 pca_factor_192 pca_factor_193 pca_factor_194 pca_factor_195
#> 1    -2.326073e-03   2.588062e-04   3.493341e-04   2.154940e-03   3.608500e-05
#> 2    -8.862991e-05  -1.154636e-04  -8.785079e-04  -3.964951e-04   5.900417e-04
#> 3    -1.451557e-03  -8.911994e-04  -7.910467e-04  -1.161630e-03  -1.557665e-03
#> 4     1.984714e-03  -1.956931e-03   2.437687e-03  -8.727183e-04  -1.439311e-03
#> 5    -1.765949e-03   7.551236e-04   6.117586e-04   8.180071e-04   7.254657e-04
#> 6    -6.285178e-04   1.270734e-03  -2.999761e-04   2.411216e-04   1.257720e-03
#> 7     2.881524e-04  -9.191735e-04   5.578441e-04  -5.907579e-04   4.459918e-05
#> 8     1.416408e-03  -4.538910e-04  -2.012834e-03  -3.418977e-04   5.607311e-05
#> 9    -7.084130e-04  -1.318180e-03  -1.712566e-03  -6.803881e-04  -1.739445e-03
#> 10    1.734471e-05  -4.869655e-04  -1.093491e-03  -1.052374e-03  -2.544366e-04
#> 11   -1.044342e-03  -1.728835e-04   9.657118e-05  -8.668869e-04   7.997138e-04
#> 12    5.909415e-04   2.582752e-04  -3.574276e-05   5.751666e-04  -9.145830e-04
#> 13   -1.013861e-03   8.269291e-04   1.625007e-03  -4.720203e-04   3.049286e-04
#> 14   -1.070960e-03   9.831150e-04   8.229922e-04   3.478981e-06  -1.022561e-03
#> 15   -1.091482e-03  -1.200536e-03   2.861914e-03   2.742130e-03   5.249861e-04
#> 16   -1.301528e-03   6.402600e-05  -5.231559e-04  -1.215628e-03   2.143557e-04
#> 17   -3.297429e-04  -2.612356e-04  -1.311470e-03  -6.194092e-04   6.544088e-04
#> 18   -2.437880e-04  -5.062816e-04   1.091037e-03   4.877635e-04  -8.150500e-04
#> 19   -1.548843e-04  -1.528101e-04   1.889413e-04   3.654065e-04   1.097731e-05
#> 20   -3.325346e-03   6.532311e-04   1.313883e-03   9.138176e-04   6.303693e-04
#> 21   -4.674783e-04   1.479971e-04   6.128208e-04   7.214315e-04   2.242958e-03
#> 22    3.833266e-04   3.914649e-04   4.371475e-05   3.153915e-04   1.197314e-04
#> 23   -1.528777e-03   4.036993e-04  -8.993594e-04   4.321957e-04   5.383021e-04
#> 24    2.553783e-04  -7.522114e-04  -2.001012e-04   8.774450e-04  -1.181072e-03
#> 25    5.392861e-04   2.153895e-04   1.161603e-03   6.918173e-04   2.560037e-04
#> 26   -7.624859e-04  -1.199300e-03   1.117632e-03  -5.332616e-04  -3.992884e-04
#> 27    8.100839e-04  -9.436408e-04  -8.854052e-04   2.267143e-04  -5.360704e-04
#> 28   -1.267832e-03   3.793349e-04   1.560772e-03  -3.313358e-04  -1.800277e-03
#> 29    3.072585e-04   5.592802e-04   5.603045e-04  -7.544962e-05   1.161063e-03
#> 30    5.412526e-04  -5.559086e-04  -2.248274e-03  -9.748469e-04  -4.179354e-04
#> 31    4.017552e-04   2.490871e-03  -5.389649e-04   1.207264e-03  -4.882779e-04
#> 32    2.596231e-03   2.326199e-04  -2.746388e-03  -1.862317e-03   1.665282e-03
#> 33    8.126821e-04  -2.787544e-04  -1.644143e-03  -2.338180e-03   1.734386e-03
#> 34   -7.022834e-05   9.335706e-04  -3.625808e-04  -2.162498e-03  -2.183931e-03
#> 35    3.137313e-04  -2.684187e-03   4.049104e-04   5.074108e-07   1.259145e-03
#> 36   -6.327142e-05   1.194858e-03  -1.071507e-03   3.527178e-05   8.895852e-04
#> 37   -7.414813e-04   2.205334e-04   2.518213e-04  -7.264319e-05   7.394373e-04
#> 38    2.124522e-03   1.569993e-04  -9.473447e-04   6.378816e-04   5.505771e-04
#> 39    1.145175e-03   1.275417e-03   3.636576e-04   1.514790e-04   1.001100e-03
#> 40    1.577663e-03  -3.170696e-04   1.633304e-04   8.740124e-04   5.086478e-04
#> 41   -1.982658e-04  -7.489749e-04  -2.089558e-03  -4.947716e-04   1.343225e-03
#> 42   -5.574314e-04  -7.828795e-04  -2.399628e-04  -7.992575e-04  -5.720043e-04
#> 43    1.742436e-03   4.305666e-04  -1.257415e-03   8.510543e-04   3.506257e-04
#> 44    7.665546e-04   8.766793e-04   1.283567e-03   7.884238e-04   1.064494e-03
#> 45   -1.551350e-03  -2.221634e-05  -2.963700e-04  -2.105207e-03  -4.355389e-04
#> 46   -3.143002e-04   9.060343e-05  -5.134570e-05  -1.345512e-03   1.426272e-04
#> 47   -2.653907e-03   6.790661e-04   2.379542e-04  -2.504453e-03   1.471107e-03
#> 48    8.780881e-04   7.733825e-05  -5.996350e-04  -1.012132e-03   8.180000e-04
#> 49   -1.090981e-03  -2.757644e-04  -4.977522e-04  -7.386876e-04   7.684677e-04
#> 50    2.210924e-03   1.064499e-03  -9.881249e-04  -4.478392e-04   3.348150e-06
#> 51   -4.676280e-04   8.085986e-05   1.634889e-04  -2.671944e-04  -6.477862e-04
#> 52    2.191116e-03   3.209664e-03   1.112682e-03   1.438479e-03   1.959518e-03
#> 53   -4.489676e-04   1.805002e-03  -1.567608e-04  -8.271595e-04   2.354242e-03
#> 54   -2.575777e-03   1.343435e-03   1.124785e-03  -1.150277e-03   1.761304e-03
#> 55   -4.224408e-05  -5.495941e-04   1.749643e-05  -3.817548e-04  -4.179604e-04
#> 56    1.364811e-03  -2.038347e-04   1.120661e-04  -1.040730e-04   1.613928e-04
#> 57    9.328222e-04   2.135198e-03   2.394794e-03   1.094676e-03   2.315122e-04
#> 58    2.111248e-04  -8.711298e-04  -5.061564e-04   4.977938e-04  -3.306990e-03
#> 59    1.562827e-03  -1.110973e-03   1.243070e-03  -7.616884e-04  -7.015309e-04
#> 60    1.298692e-03  -3.124482e-04   3.719541e-04   2.159441e-03   1.358253e-03
#> 61   -1.432490e-04  -8.149631e-06   5.066884e-04  -4.546715e-05   3.831500e-05
#> 62    2.081448e-03  -9.158771e-04   1.899927e-03  -6.222173e-04   6.351615e-04
#> 63   -3.662816e-06  -5.102688e-04   9.282526e-04   7.976904e-05  -8.713255e-04
#> 64   -1.627723e-03  -1.212606e-03  -6.195242e-04  -5.694101e-04  -3.230152e-04
#> 65   -1.157737e-03  -7.459481e-04  -2.892594e-04  -1.669482e-04  -7.398858e-04
#> 66    3.207240e-03   1.245299e-03   8.951816e-04   3.936630e-04  -1.537723e-03
#> 67    9.335221e-04   3.325525e-04   1.426119e-03  -1.308218e-03  -1.458348e-04
#> 68   -1.144777e-04   4.352329e-04   8.537659e-04  -3.810051e-04  -7.707772e-04
#> 69    8.421173e-05  -4.116868e-04   1.047453e-04   7.893554e-04   4.607735e-04
#> 70   -1.110751e-03  -2.958024e-04   1.548838e-03  -5.335727e-04  -3.018776e-04
#> 71   -1.863802e-04  -1.331320e-03   1.600883e-03   3.064765e-04  -3.182594e-04
#> 72   -3.860398e-04  -4.307443e-04   8.621150e-05  -9.727916e-04  -9.513025e-04
#> 73   -2.557484e-03   1.479338e-03   1.861227e-03   1.016389e-04  -1.166065e-03
#> 74   -9.720479e-04   2.595394e-03  -1.537098e-03   4.433350e-04  -1.582681e-05
#> 75    2.647002e-04  -1.545259e-04   3.579432e-04   9.088948e-04   1.269363e-04
#> 76    2.315327e-04   1.153338e-03  -9.578290e-04  -3.152914e-04   8.687453e-04
#> 77    1.038224e-03  -2.223941e-03   2.852963e-04   1.752545e-03   3.260626e-04
#> 78    6.115473e-05  -1.413778e-03   1.148357e-03  -1.132911e-03   1.361017e-03
#> 79   -2.252536e-03   9.307546e-04  -3.940162e-04   1.362544e-03  -9.323264e-04
#> 80   -2.576087e-04  -3.826700e-04  -3.172257e-04  -1.574283e-04  -4.244443e-05
#> 81    4.979655e-04  -8.243556e-04   4.391356e-04   2.543862e-04  -2.631170e-04
#> 82    4.292254e-06   7.612434e-04   8.938083e-04   6.048095e-04   5.758416e-04
#> 83    8.612524e-04   1.691058e-03  -2.853350e-04  -8.193928e-04  -6.532101e-04
#> 84    3.011905e-04  -1.184030e-03  -1.494445e-03   9.879343e-04   1.679617e-03
#> 85    1.029579e-03   1.660140e-03   3.214703e-04  -2.641266e-03  -8.089521e-04
#> 86   -1.434405e-03   1.308892e-03   6.880409e-04  -1.521407e-03  -4.135994e-04
#> 87   -3.520560e-04  -3.188476e-04  -3.987371e-04  -2.521026e-04   2.376031e-04
#> 88   -2.413175e-04   3.410689e-04  -4.763920e-04  -5.344101e-04   2.029104e-04
#> 89   -1.331809e-03  -8.793582e-04  -7.742230e-04  -1.961336e-04   1.209735e-04
#> 90    4.850652e-04   2.473013e-04  -6.674286e-04   4.570569e-05  -1.270405e-05
#> 91    8.474561e-04   1.230584e-03  -6.353220e-04   1.416084e-03   2.038527e-03
#> 92    4.526508e-04   2.862429e-04   4.217609e-04   3.618667e-04  -8.701135e-04
#> 93    2.053451e-04  -6.357523e-04  -7.715724e-04   1.350491e-03   1.894517e-03
#> 94    5.771684e-04  -3.876927e-04  -1.124594e-03   2.562908e-03   6.810305e-04
#> 95   -7.753407e-04   4.253300e-04  -1.671835e-03   1.466896e-03  -4.460280e-04
#> 96   -1.543426e-03  -1.162048e-04   1.010292e-03   1.275037e-03   5.413812e-04
#> 97   -1.804555e-03  -4.735325e-04   9.082015e-04  -7.055617e-04   1.215873e-03
#> 98    1.689142e-03  -4.801819e-04   1.719064e-03  -3.458302e-04   1.030551e-04
#> 99   -7.196415e-04   8.081462e-04  -3.773347e-04   7.748004e-04  -8.405505e-04
#> 100  -2.561877e-03  -2.852471e-03  -1.157855e-03  -1.191316e-03   2.109007e-03
#> 101   1.011861e-03   2.761477e-04   1.926496e-04   6.433966e-04  -6.752708e-04
#> 102   1.206782e-03  -1.093851e-03   1.558927e-03  -1.114053e-04   1.330218e-03
#> 103  -9.156667e-04  -1.140266e-03   1.890254e-03   7.801737e-05  -2.482659e-03
#> 104  -8.863630e-04   2.174975e-03  -1.910640e-03   2.393089e-03  -2.007064e-03
#> 105   1.886652e-03   1.855263e-03   2.793775e-04   6.331778e-04   3.208983e-04
#> 106   1.616201e-04  -3.284279e-03   1.253764e-03  -1.545880e-03   3.393009e-04
#> 107   5.162082e-04   9.985872e-04   6.688165e-04  -7.572895e-04  -3.571597e-04
#> 108   4.464893e-04   1.779588e-03  -4.157619e-04  -3.459761e-04  -6.209067e-05
#> 109   3.020438e-03  -2.081229e-03  -2.241413e-04  -1.896353e-03   5.636800e-04
#> 110  -6.959900e-04   2.251691e-03   1.807204e-04  -1.525346e-04  -1.245883e-04
#> 111  -1.149465e-04   3.010941e-05  -1.908789e-03  -7.200238e-04  -4.280139e-04
#> 112   9.013656e-05   8.190209e-04   5.705661e-04   1.033478e-03  -4.538956e-05
#> 113   1.028899e-03   1.073693e-03  -9.002828e-04   9.801094e-04  -8.309497e-04
#> 114  -2.440504e-03   4.866388e-04  -2.605188e-03   1.504731e-03   1.323131e-03
#> 115  -1.274133e-03  -6.092309e-04   4.003467e-05  -1.044550e-03   9.845634e-04
#> 116  -3.011679e-04   7.254894e-04   1.198705e-03   2.113806e-04   8.995417e-04
#> 117  -2.245569e-03  -2.076492e-03  -1.267330e-03  -1.347137e-03   3.590179e-05
#> 118  -3.557290e-03   1.065079e-03   8.808947e-04  -4.934923e-04  -1.825627e-04
#> 119  -1.060382e-03  -2.462659e-03   4.825939e-05   3.329961e-03  -2.008410e-03
#> 120  -9.332880e-05   7.960139e-05   1.510915e-04   2.572404e-04   4.024928e-04
#> 121   1.291976e-03  -1.114262e-04  -3.084342e-04   4.970293e-04  -5.295443e-04
#> 122  -7.664203e-04  -1.703644e-03  -1.485991e-03   1.791658e-03   1.402528e-03
#> 123  -1.070579e-03  -9.058684e-04  -2.551132e-04   3.455626e-04  -1.879116e-03
#> 124  -2.295825e-04   7.992101e-04  -1.846064e-04   7.096145e-04  -1.706672e-03
#> 125   1.944074e-04  -3.860846e-03   3.129203e-03  -6.999087e-04  -5.302896e-04
#> 126  -1.360778e-03   5.628862e-04   2.153019e-03  -6.440691e-04   1.177923e-03
#> 127  -6.105981e-05  -1.616867e-04  -3.813146e-05  -1.407392e-03  -3.757433e-04
#> 128  -1.094459e-03  -7.037872e-04   4.169669e-04   8.262205e-04  -3.214562e-04
#> 129   2.449973e-04  -7.002635e-04   9.676319e-06   8.278324e-04   4.219624e-04
#> 130   9.203603e-04  -2.514350e-04  -4.404096e-04   4.811213e-04   4.582339e-05
#> 131  -1.459860e-03   5.184311e-05  -5.957053e-04  -1.302182e-03  -2.629202e-03
#> 132   2.319081e-04   3.822415e-04   1.117832e-03   3.057283e-04  -1.011356e-04
#> 133  -5.593682e-04  -4.291212e-04   4.891391e-05  -3.742956e-04  -4.979458e-04
#> 134  -6.881105e-04   1.709841e-03   2.576000e-04   3.643766e-04  -3.413623e-04
#> 135   8.377461e-04   2.403706e-05  -5.446792e-04  -1.149746e-03  -4.331988e-04
#> 136  -1.130378e-03  -8.627822e-04   3.205903e-04   1.450029e-03  -1.830782e-03
#> 137   6.366312e-05   1.117212e-04  -6.048350e-05   3.572307e-04  -5.791866e-04
#> 138   2.320400e-03   1.354082e-03   1.523299e-03   2.180551e-03  -4.472965e-04
#> 139  -7.882781e-04  -1.380792e-03  -1.742322e-04   1.304472e-04   2.660351e-04
#> 140  -1.197615e-03  -4.472030e-04   4.002005e-04  -2.572029e-04  -7.055582e-04
#> 141   7.451603e-04   2.571731e-04  -7.122831e-04  -5.422634e-04  -2.907462e-04
#> 142   8.883878e-04   1.168038e-03   1.555838e-03   7.745039e-04   3.673964e-04
#> 143   1.074384e-03   2.442832e-04   5.423525e-04  -1.312290e-04   1.973857e-03
#> 144   1.371146e-03  -3.532619e-04  -3.239412e-04   1.046617e-03   8.585767e-04
#> 145   1.087972e-03   2.467742e-04  -2.197983e-03  -3.481569e-04  -1.629701e-03
#> 146  -1.422060e-04  -3.240288e-04  -4.431861e-04   9.468995e-05  -9.547396e-05
#> 147  -5.275259e-04   4.761074e-04  -1.891247e-03  -1.536564e-03   9.130817e-04
#> 148  -1.009305e-03   5.686596e-04   1.051868e-03   7.176993e-04  -4.343291e-04
#> 149   1.481992e-03  -1.214366e-06  -4.272305e-04   8.798562e-04   3.219496e-04
#> 150   7.019047e-04  -2.477711e-04  -5.166438e-04   9.062038e-04  -1.064854e-03
#> 151   9.028393e-04   7.042639e-04  -2.281628e-05   1.657933e-03   9.929492e-04
#> 152  -1.025927e-03  -1.934645e-04  -1.155048e-04   2.524380e-04   2.017558e-04
#> 153   1.159809e-03   7.886670e-04   1.496589e-04  -2.859862e-04   4.588987e-04
#> 154   1.497984e-04  -4.120528e-04   1.320430e-03   2.342730e-04  -1.195015e-03
#> 155   2.369315e-04  -1.418049e-03   1.494316e-03   7.951976e-04  -1.160153e-03
#> 156   1.365002e-03   5.127030e-04   3.528633e-04   1.332141e-03  -1.076818e-03
#> 157   2.688388e-04   1.870733e-03   6.912831e-04  -5.201797e-05   2.867427e-03
#> 158  -3.008040e-04   6.834299e-04   1.932176e-03   3.080159e-04  -8.368279e-04
#> 159   1.625103e-03   1.031547e-03  -1.581705e-03   2.626507e-03  -7.680382e-04
#> 160   1.251637e-03   4.115831e-04  -1.150800e-03   1.145693e-03  -5.140433e-04
#> 161  -1.541737e-03  -3.059859e-03  -1.884425e-03   3.455557e-03   1.322221e-03
#> 162   2.394261e-03  -3.585338e-04   1.056105e-03   3.393957e-04  -9.427194e-04
#> 163   8.395979e-04  -1.336377e-03  -3.465597e-03   1.327117e-03  -8.753206e-04
#> 164   1.107173e-03   3.214941e-04   1.414214e-03   3.685606e-04  -5.166761e-04
#> 165   5.280124e-04  -7.255989e-04   1.041992e-03  -3.542024e-04   6.241407e-04
#> 166   3.063538e-04  -2.298069e-03  -1.657127e-03   2.908327e-03   1.559618e-03
#> 167   3.244623e-04   4.078184e-05  -4.828223e-04  -5.388244e-04  -2.964894e-04
#> 168   1.025897e-03   8.249240e-04  -1.405168e-03  -2.160447e-03   4.530014e-04
#> 169  -9.204614e-04   5.527967e-04   9.059289e-04  -1.062139e-03   1.222343e-03
#> 170   1.137730e-03   1.503004e-03   1.408419e-04  -3.847345e-04  -1.639560e-04
#> 171  -3.505122e-04  -1.680933e-03   9.792358e-04  -1.226510e-03   1.327832e-03
#> 172  -4.673948e-04  -2.998922e-04  -1.979237e-03  -5.370616e-04  -7.560766e-04
#> 173  -5.772937e-04  -2.347744e-04   1.188976e-03   1.057591e-05  -1.844804e-04
#> 174   2.755892e-04   1.061435e-03  -7.925349e-04   1.112360e-03  -2.000304e-04
#> 175  -5.109606e-04  -1.947891e-03   4.467963e-04  -3.168637e-05  -2.070392e-04
#> 176   7.946950e-04   1.172547e-03   2.018401e-03  -1.019082e-03   2.389014e-04
#> 177  -1.585274e-03   5.024964e-04   2.766062e-03  -2.881922e-04   2.372416e-04
#> 178   1.081198e-03  -7.959190e-04  -2.962213e-04  -4.070722e-04  -1.094712e-04
#> 179   9.156694e-04   2.549921e-03   6.964195e-04  -1.966908e-03  -8.195509e-04
#> 180  -6.908019e-05  -5.696187e-04  -4.627237e-04  -4.750773e-04   3.268754e-04
#> 181   1.075574e-03  -1.824166e-04  -1.359525e-03  -5.303586e-04   4.541599e-03
#> 182  -9.117356e-04   1.209398e-04   7.208624e-04   2.163910e-03   1.717763e-04
#> 183  -7.950409e-05  -6.848825e-04  -1.329139e-03  -5.225200e-04  -7.975951e-04
#> 184  -1.064253e-04   7.690171e-04   7.975852e-04  -9.478848e-04   4.342007e-04
#> 185   1.376184e-03   8.342270e-04  -1.772239e-03  -1.008621e-03  -1.715513e-04
#> 186   1.014591e-03   2.519115e-03   7.496778e-07  -3.187701e-03   1.946581e-03
#> 187   6.138360e-04  -4.192541e-04  -1.043178e-03   2.991982e-04   1.745293e-04
#> 188   2.042397e-03  -9.380236e-04  -1.684081e-03   4.229720e-04  -1.446671e-03
#> 189  -2.856594e-04   7.715156e-04   5.534839e-04   8.224173e-05  -1.060095e-03
#> 190  -1.976417e-03  -3.512237e-03  -2.228636e-03  -2.320311e-03  -4.921692e-04
#> 191  -7.480601e-04   7.861137e-04   2.060633e-04   5.822819e-04  -3.120949e-04
#> 192  -3.711600e-04  -4.134319e-04   1.090107e-03   7.574799e-04  -1.061948e-04
#> 193   4.309335e-03   2.040858e-03   2.088203e-03  -1.055203e-03  -3.188787e-03
#> 194  -8.693754e-04  -6.839927e-04  -2.232979e-03  -5.630842e-04  -2.074314e-03
#> 195  -2.839511e-03  -2.421656e-05   2.480153e-04  -4.401460e-04   1.409858e-04
#> 196   4.452667e-04  -6.822579e-04  -1.671420e-03   6.424573e-05   6.419704e-04
#> 197   5.288054e-05   7.914658e-04   4.581793e-04   1.068009e-05   6.963346e-04
#> 198   5.832788e-04   4.596310e-04  -3.506871e-04  -7.654024e-05  -4.907249e-04
#> 199  -6.567527e-04   3.767482e-04   2.662998e-04  -1.678554e-03  -2.799959e-03
#> 200  -1.175741e-03  -6.905707e-04  -8.180601e-04  -8.981991e-04  -1.731178e-03
#> 201   1.594596e-03   1.400979e-03  -2.330384e-03  -1.340225e-03  -9.359417e-04
#> 202   2.945025e-03  -3.106570e-03   1.110267e-03  -4.755144e-04   4.103640e-05
#> 203  -4.520060e-04  -3.013768e-03  -5.189790e-04   2.525087e-03   2.252612e-04
#> 204  -1.064424e-03   2.087760e-04  -1.063239e-03  -4.315720e-05  -1.448382e-03
#> 205   1.617704e-03  -2.016480e-03   1.324726e-03   7.206869e-04  -1.552108e-03
#> 206   1.552372e-03  -6.534506e-04   1.289274e-03  -1.245933e-03   1.094925e-03
#> 207  -1.500132e-03   2.439805e-03   1.705160e-04  -1.974651e-03  -2.467526e-03
#> 208   8.079986e-04  -1.009624e-03   1.336010e-04   7.606283e-04  -7.638400e-04
#> 209  -2.796681e-03   3.752761e-03  -1.369552e-03   2.213003e-03  -1.310174e-03
#> 210   9.993578e-05   9.704394e-04   9.308251e-05  -9.226587e-04   1.083024e-03
#> 211  -7.187702e-05   6.448221e-04  -4.456394e-04   3.066680e-04  -9.524653e-04
#> 212   3.214469e-04  -5.650087e-04  -5.300417e-04   1.524118e-03   1.401215e-03
#> 213  -3.395124e-04  -5.475955e-04  -2.140839e-04  -5.596148e-04   6.181328e-04
#> 214  -2.705525e-03  -1.646076e-03   9.818186e-04  -1.267490e-03  -4.596455e-05
#> 215  -8.402511e-04   3.661262e-04   2.243745e-03  -9.970425e-05   2.721818e-03
#> 216  -1.839673e-03   1.506871e-03  -5.131998e-04   9.002599e-04  -5.068001e-04
#> 217   6.806585e-04  -3.077856e-04   2.287407e-03   1.240843e-03   2.354818e-04
#> 218   6.722047e-05   1.346902e-03  -1.210555e-04   6.848555e-04  -4.327169e-04
#> 219  -2.165089e-04   4.796045e-04   1.813877e-04  -6.826191e-04   1.512406e-03
#> 220   1.313094e-03  -1.169799e-03  -5.334793e-04   9.979845e-04  -3.168711e-04
#> 221   2.129926e-04  -6.918727e-04  -2.237232e-03  -1.641322e-03   1.782575e-04
#> 222  -2.441693e-03   3.260804e-03  -2.529030e-03   3.831603e-04   1.417270e-03
#> 223   3.867258e-05  -3.216204e-05   1.664285e-03   4.809805e-04   2.440804e-03
#> 224   1.014531e-04   1.224646e-04   1.241192e-04   1.366887e-04  -2.106306e-05
#> 225  -1.048723e-03   3.824593e-04  -7.236348e-04  -8.044617e-05  -4.737780e-04
#> 226   5.684232e-05  -2.262598e-03   1.893141e-03  -2.567150e-03   5.575395e-04
#> 227   3.681375e-03  -8.422324e-04  -2.544063e-03  -1.725245e-03  -1.725461e-04
#>     pca_factor_196 pca_factor_197 pca_factor_198 pca_factor_199 pca_factor_200
#> 1     1.343331e-03   1.467179e-03   5.218250e-04  -4.677686e-04  -2.086430e-04
#> 2     1.143417e-04  -2.028889e-04   5.344590e-04   1.659118e-04   2.371074e-04
#> 3     9.741499e-04  -9.844042e-04   3.506239e-04   6.754119e-04  -2.426923e-04
#> 4    -2.322532e-03   5.511763e-04  -4.581004e-06   4.301918e-04  -6.559327e-04
#> 5     1.489505e-03   1.248153e-03   7.822894e-04  -1.095563e-03   3.812589e-04
#> 6     4.607035e-04   9.865644e-04   1.050441e-03  -2.663372e-04  -1.407629e-03
#> 7    -1.790652e-03  -1.128023e-03  -1.793113e-04   1.682513e-03   9.751621e-05
#> 8     1.422443e-03   1.873548e-03  -2.753158e-03   8.401879e-04   1.460324e-03
#> 9     2.559464e-03  -2.073043e-04  -3.463582e-03  -8.585707e-04  -2.562836e-03
#> 10    1.398003e-04   8.896877e-04  -2.162319e-03   6.880160e-06   1.043958e-03
#> 11    9.114613e-04   3.382807e-04  -1.844759e-04   7.306105e-04   3.077456e-04
#> 12    1.134915e-03  -3.699020e-04   7.126425e-04  -2.933178e-04   1.629558e-04
#> 13   -6.148224e-04   3.426103e-04   4.404154e-04  -1.209226e-03   8.614637e-04
#> 14   -1.795877e-05   1.370108e-03  -2.684312e-04   5.932958e-04  -4.002932e-05
#> 15    2.374087e-03   1.454334e-03  -2.185128e-03  -1.614589e-04   3.558427e-04
#> 16   -3.686993e-04   1.176516e-03   4.313330e-04  -1.057096e-04   4.222362e-04
#> 17    7.091363e-04  -1.674527e-04   1.234556e-03   7.646273e-04   1.641258e-03
#> 18   -4.190224e-05   1.083371e-04  -1.563372e-03  -3.898447e-04  -8.651630e-04
#> 19   -7.042132e-05   2.363151e-04   2.212992e-04   5.514872e-05  -5.792309e-05
#> 20   -2.462740e-04  -1.704198e-03  -1.404053e-03   2.911049e-03   3.550693e-04
#> 21    1.082442e-04  -6.405038e-04   8.677836e-04  -1.667231e-03   7.060942e-04
#> 22   -2.076504e-04   9.982248e-04   4.172828e-04   3.613066e-04   1.630973e-04
#> 23    8.276590e-05   1.842709e-04   7.763088e-04  -1.562404e-04  -4.160338e-04
#> 24   -1.415853e-03   1.147477e-03   1.263019e-03   8.315096e-04   6.438416e-04
#> 25   -1.541900e-03   1.041747e-03   2.747767e-04  -6.840023e-04   1.099606e-03
#> 26    1.521773e-03   1.102752e-05  -8.140674e-04  -2.452410e-03  -1.174884e-03
#> 27   -1.548058e-04   2.309831e-03   1.483291e-03   1.010319e-03   1.860611e-03
#> 28   -1.675135e-03  -3.427466e-05  -3.739003e-04  -7.904033e-04  -6.731079e-04
#> 29   -2.222094e-03   1.150055e-03  -1.197852e-03  -2.240103e-03  -7.823664e-04
#> 30    8.968740e-04  -8.281937e-04  -1.264195e-03   1.046843e-03  -1.486179e-03
#> 31   -1.503193e-04  -6.416054e-04  -8.709401e-04  -1.008477e-03   1.628717e-03
#> 32   -8.789010e-04  -8.381427e-04   1.602266e-03  -4.607749e-04   3.181557e-05
#> 33    3.315630e-04   5.169776e-04   6.277222e-04  -2.307462e-03   3.615179e-05
#> 34   -7.499217e-04  -6.491964e-04   2.554433e-05   1.194014e-03  -1.375191e-04
#> 35    7.551585e-04   1.614080e-04   8.296050e-04   6.641670e-04  -6.940470e-04
#> 36    2.789732e-03   5.796743e-04  -2.537069e-04   2.474264e-03   2.837987e-04
#> 37    7.762897e-05  -2.157941e-05   2.290152e-04   3.222690e-04   9.481390e-05
#> 38    8.549731e-04   1.813362e-04   6.480251e-04   1.663067e-04   1.649557e-05
#> 39   -1.764650e-03   1.870486e-03  -2.026890e-03  -1.854087e-04  -6.380214e-04
#> 40    1.252111e-03  -5.850462e-04   8.159264e-04  -9.594825e-04   8.445664e-04
#> 41   -1.132949e-03   4.088118e-04  -1.425485e-03   9.265287e-04  -6.255562e-04
#> 42    9.873536e-04  -1.479333e-03   1.527185e-03  -1.492931e-03   9.996147e-04
#> 43   -9.788625e-05  -3.526583e-04   2.205224e-04   1.017424e-03  -7.373190e-04
#> 44   -2.740080e-03   6.583506e-04   3.138725e-03   6.990511e-04   2.448470e-03
#> 45   -1.855187e-04   9.002783e-04  -1.882251e-03  -4.148274e-04   6.283905e-04
#> 46   -2.953430e-04   5.120168e-05   7.779374e-04  -1.368212e-03   1.528334e-04
#> 47   -2.127555e-03  -1.352223e-03  -1.681583e-05   3.208274e-04   8.692399e-04
#> 48    1.953553e-04   1.539423e-04   1.930013e-03   4.641033e-04  -7.440600e-04
#> 49    3.752640e-04   5.448361e-04  -7.973343e-04   2.490699e-04   1.275325e-03
#> 50    2.903548e-03   1.392830e-03  -1.462781e-03   3.748700e-04   2.292217e-03
#> 51   -7.839498e-04  -4.430506e-04  -2.344976e-04  -2.724133e-04   1.533603e-04
#> 52   -6.069459e-04  -3.976796e-04  -1.724336e-03   1.582936e-03  -1.707953e-03
#> 53   -1.929768e-03   1.700136e-03  -2.806026e-03   4.227447e-04   7.659182e-04
#> 54   -4.161331e-04   3.070009e-04  -1.367073e-03  -7.049498e-04   4.015035e-04
#> 55    1.440361e-03  -1.207930e-03   2.621288e-04  -1.142828e-03   1.038742e-03
#> 56    7.811396e-05   2.570692e-04  -1.580839e-04   2.056571e-04  -2.181423e-04
#> 57   -1.020080e-04   4.822967e-04  -7.254236e-04   1.387667e-03   2.017707e-03
#> 58    1.270530e-03   1.901281e-03   8.747391e-05  -9.142544e-04  -3.671343e-04
#> 59    5.935631e-04   1.189549e-03   1.370019e-04  -1.136825e-03  -1.473312e-03
#> 60   -3.310711e-03   2.522023e-03   9.140286e-04   1.114856e-03   3.638933e-04
#> 61   -6.947134e-04   2.034676e-03   2.150259e-04  -3.884116e-04   3.718614e-04
#> 62    1.159690e-03  -1.738535e-04  -1.061665e-03   3.335080e-04   3.366679e-04
#> 63   -3.024280e-04  -7.904072e-05  -1.265644e-03  -1.997413e-04  -1.563986e-04
#> 64    5.278678e-04   3.083365e-04   1.142832e-04  -6.121204e-04   1.030579e-03
#> 65   -5.435079e-04   1.253167e-04   6.133336e-04  -1.584234e-04  -3.122542e-04
#> 66   -1.178875e-03  -1.479534e-03  -2.049219e-04  -7.974963e-05   9.543946e-04
#> 67    7.159527e-04   5.415959e-04   9.898881e-04  -4.108385e-04  -5.827283e-04
#> 68   -1.219646e-03  -5.967990e-04  -6.294080e-04  -8.029273e-04  -1.226871e-03
#> 69    1.105832e-05  -5.928584e-05   5.308596e-04  -7.916666e-05  -3.166624e-04
#> 70   -1.094788e-03  -1.210979e-03  -7.758586e-04  -9.323716e-04  -7.026832e-05
#> 71   -4.740624e-04  -8.962375e-04  -1.076825e-03   8.339448e-04   9.591369e-04
#> 72    1.013182e-03  -1.118616e-03   9.947826e-04  -6.573561e-04   1.461142e-04
#> 73    2.304905e-03   2.063325e-03  -1.306503e-04   1.146273e-03  -4.638347e-04
#> 74   -4.877435e-04  -7.786697e-04  -2.089825e-04  -1.162932e-03   3.858207e-04
#> 75   -2.101166e-04  -1.797091e-04  -2.775449e-04   1.386787e-04   1.038126e-05
#> 76   -8.179644e-04   9.895812e-04  -1.968342e-03   9.706745e-04  -1.476794e-04
#> 77   -2.053512e-04  -6.231446e-04  -1.301529e-04  -1.697885e-04   7.276204e-04
#> 78   -2.933167e-04   1.631918e-03   5.812605e-04   9.893116e-04  -4.031844e-04
#> 79   -1.128127e-03  -1.607566e-03   7.395747e-05   8.627790e-04   8.205902e-04
#> 80   -1.546162e-04  -7.739060e-04   3.595394e-04   3.637219e-04   6.566983e-04
#> 81    2.995376e-05   2.830775e-04  -2.503769e-04   3.938188e-04   3.825369e-04
#> 82   -1.542735e-03   1.238769e-04  -1.108624e-03  -1.549545e-03  -1.849299e-05
#> 83    3.282524e-05  -1.144498e-04   6.172016e-04   2.995885e-04   7.311166e-05
#> 84   -2.442439e-04  -9.023892e-04  -1.092064e-03  -9.204259e-04  -2.639858e-03
#> 85    1.573490e-03   1.988467e-03  -2.777879e-04   1.064736e-03  -1.740463e-04
#> 86    7.746780e-04  -6.490602e-04  -1.152041e-03  -4.554619e-04  -4.603676e-04
#> 87    7.384893e-04  -6.222041e-04  -6.310390e-04   4.236811e-04  -1.598049e-04
#> 88   -1.328685e-03   4.722295e-04   1.448383e-04   4.073585e-04  -6.082793e-04
#> 89   -1.640890e-03  -8.797891e-04  -3.599503e-04  -2.036161e-04   3.986695e-04
#> 90   -1.033160e-04   7.410742e-04  -1.342127e-04   7.769371e-04  -9.358746e-04
#> 91   -1.920012e-03  -2.017484e-04  -1.801918e-03   3.569706e-04  -2.061061e-03
#> 92    5.157313e-04  -1.299644e-03  -2.477671e-04  -4.155612e-04  -1.899606e-04
#> 93   -9.985664e-05   1.527579e-03   3.440660e-04   1.411766e-03   1.042922e-04
#> 94   -1.073995e-03  -1.403667e-03   1.163244e-03   1.048336e-03   1.720836e-04
#> 95    8.081094e-04   1.173732e-03   2.380116e-04  -1.638103e-03  -8.742903e-04
#> 96   -2.526198e-03  -2.057110e-03   3.817439e-03   1.500330e-03  -2.385911e-03
#> 97    2.174956e-04   1.454613e-04   3.638928e-04   1.861955e-04   7.670780e-04
#> 98    6.283209e-04   1.766656e-03   5.246898e-04   5.022855e-04  -1.049706e-03
#> 99   -9.605993e-05   6.707257e-04   5.810916e-06  -1.590644e-04  -3.643305e-06
#> 100   1.149761e-03   1.598419e-03   5.513012e-05   1.004039e-03  -1.053160e-03
#> 101  -2.851834e-04   1.090429e-04   4.026117e-04   1.598569e-04  -3.776533e-04
#> 102   1.255239e-03   4.464893e-04  -4.280449e-04  -2.202595e-04   4.292952e-04
#> 103   9.494808e-04  -8.833780e-04   2.517036e-03  -1.745258e-03  -2.079742e-04
#> 104  -1.122609e-03  -8.854871e-04  -4.785392e-04  -3.798538e-04   4.401606e-04
#> 105  -9.120741e-04   4.181279e-04   1.225133e-03  -2.778801e-04  -1.152382e-03
#> 106   2.589128e-04   1.165015e-03   1.139666e-03   1.140349e-03  -2.077496e-03
#> 107  -1.456912e-04   8.135295e-04  -2.828007e-04  -2.307034e-04   5.662083e-04
#> 108   1.306849e-03  -2.630134e-04  -1.001051e-03  -2.236485e-05   2.751303e-04
#> 109  -4.248709e-04  -1.523323e-03  -9.526010e-04   5.795048e-04   6.021980e-04
#> 110   1.855789e-04  -3.586764e-04   5.068089e-04  -8.928600e-04   4.226632e-04
#> 111  -6.668116e-04  -1.110720e-03  -1.749076e-04  -1.409637e-03   7.808991e-04
#> 112   1.228726e-03  -8.686464e-04  -1.001532e-04   1.501952e-03  -3.226196e-04
#> 113   1.351697e-03  -2.790631e-04  -2.501973e-04  -7.231104e-04   5.869548e-04
#> 114   7.868449e-04   9.370860e-04   1.252721e-03  -7.747950e-04  -2.659129e-05
#> 115   1.881347e-04  -7.069514e-04   4.248728e-04   1.315138e-04  -1.885344e-04
#> 116  -1.088419e-03   1.015744e-03  -2.384582e-04  -1.628354e-04   5.347479e-04
#> 117  -1.451161e-05   9.106505e-04  -7.062174e-04   3.913546e-04   6.733625e-05
#> 118  -1.012732e-03   7.130605e-04   5.828539e-05   8.242909e-04  -1.308967e-03
#> 119  -9.532683e-04   1.741446e-04  -2.026617e-03  -2.014615e-05   2.620922e-03
#> 120   4.108811e-04   1.316112e-04   5.358361e-04  -6.211047e-04   7.285793e-04
#> 121   1.032623e-03   7.794792e-05   1.102681e-03  -1.675377e-04  -4.286291e-04
#> 122   4.018195e-04  -2.208671e-03  -9.791541e-04  -1.020446e-03   2.163394e-04
#> 123  -1.129715e-04  -8.461903e-04   1.412510e-03  -2.711038e-04  -4.279454e-04
#> 124   1.083075e-04   1.887931e-04   2.653364e-03  -1.404119e-04   2.044454e-03
#> 125  -2.767315e-04   1.268006e-03   6.322057e-04   1.614011e-03  -7.249283e-04
#> 126  -1.192098e-04  -1.067892e-03   1.352901e-03  -1.054894e-03  -4.062655e-04
#> 127  -1.634455e-03  -1.648190e-03  -2.669400e-04   1.054874e-03   3.223311e-05
#> 128  -8.844757e-04  -7.772816e-04  -5.947771e-04   1.451537e-04  -3.867350e-04
#> 129  -1.322653e-04   6.632765e-04  -2.712532e-04  -4.236542e-04  -6.427641e-04
#> 130  -1.465577e-03  -2.836568e-05  -7.028188e-04  -3.898256e-04  -6.558568e-04
#> 131  -1.689718e-03   1.485798e-03   4.672534e-04   1.214235e-03   2.015397e-05
#> 132   1.848997e-04   3.814026e-05  -2.625249e-04   5.831678e-05   4.462208e-04
#> 133   8.549532e-04  -2.640180e-04   1.261362e-03   3.102058e-04   1.724808e-04
#> 134   7.024338e-04  -2.268622e-04  -1.239459e-03  -7.267302e-04   1.109093e-03
#> 135  -3.282561e-04  -8.069997e-04  -1.872655e-04   1.626351e-03   6.187797e-04
#> 136  -3.513672e-04   1.760307e-05  -1.154822e-03  -1.392760e-04  -5.578315e-05
#> 137   1.018408e-03  -8.537186e-04   4.516931e-04   1.136719e-03   2.149699e-05
#> 138   1.567930e-03  -8.901391e-04   6.103304e-04   9.026910e-04  -3.375349e-04
#> 139  -1.640616e-03  -4.987656e-04  -2.730134e-05  -5.448767e-04  -1.036477e-03
#> 140   6.112385e-04  -1.608561e-03   2.772598e-04   5.172200e-05   9.459667e-05
#> 141   2.550224e-04   5.633788e-04  -3.634680e-04  -3.042200e-04   5.138760e-04
#> 142   3.279709e-05  -1.551880e-03   9.977717e-05   2.128952e-04  -2.506542e-04
#> 143  -3.577796e-04   3.854462e-04  -1.114745e-03  -5.137356e-04   8.866765e-05
#> 144   1.669409e-03  -6.646583e-04   6.819675e-04   1.354936e-03   7.729178e-04
#> 145  -4.938100e-04   1.213965e-03   3.732814e-04  -5.486004e-04  -2.472209e-04
#> 146  -4.997127e-04   4.140987e-05   1.670494e-04   1.339710e-04  -1.311075e-04
#> 147   4.868775e-04   1.255825e-03   8.479572e-04  -3.780760e-04   1.543310e-03
#> 148   1.308631e-04  -8.315340e-04  -9.920993e-04  -7.745902e-04  -2.261493e-04
#> 149   5.205957e-05   1.540711e-03   1.244267e-04   4.994103e-04  -2.845095e-04
#> 150   3.200459e-05  -2.339220e-04  -1.078480e-04   1.301762e-03  -1.457016e-03
#> 151   9.761433e-06  -1.792004e-04   2.607810e-03   2.974458e-04  -2.672845e-04
#> 152  -1.803129e-03   2.447744e-04  -9.848681e-04   3.962567e-04   1.211320e-04
#> 153  -1.524494e-04   9.559218e-05   8.377795e-04  -2.724139e-04  -1.066875e-04
#> 154  -9.173812e-04   6.876345e-04  -2.263399e-04  -1.004450e-03   2.566304e-04
#> 155   3.348019e-04  -1.448041e-03  -1.577655e-03   7.528974e-04   2.167818e-03
#> 156  -2.128376e-04  -1.495938e-03   3.418871e-04   2.161459e-04  -9.968848e-04
#> 157   4.071222e-04  -2.447787e-03   8.161010e-04  -5.162349e-04   9.933788e-04
#> 158   2.003264e-03  -2.244712e-03   4.631359e-04  -5.171083e-04  -3.039347e-04
#> 159   2.836780e-04   1.157849e-03   2.614568e-04  -1.373141e-03  -1.192671e-03
#> 160  -8.465951e-04  -9.680652e-04  -1.367281e-03  -5.402781e-06   9.014215e-04
#> 161   1.610301e-03   1.647582e-04   3.706333e-04   1.236936e-03  -7.803170e-04
#> 162  -2.634181e-04   2.930245e-05  -4.589493e-04   7.708515e-04  -3.619309e-04
#> 163  -2.194921e-03  -2.205243e-03  -4.891263e-04  -7.794491e-04   5.811236e-04
#> 164   6.166620e-05   6.354638e-04  -6.216859e-04  -1.826382e-04  -8.236251e-04
#> 165   2.675978e-05   1.400206e-04  -8.309360e-05   9.118593e-04   1.970318e-04
#> 166   5.784458e-04   1.466657e-04  -6.271211e-04  -1.458351e-03   4.399888e-06
#> 167  -3.659160e-05   1.220578e-03   7.915186e-04  -1.335785e-05   1.328450e-04
#> 168   4.379183e-04  -2.049042e-03  -1.046569e-03  -1.012641e-03   5.063853e-04
#> 169  -1.529167e-04  -3.553648e-05  -7.795227e-05   1.732745e-04   3.510697e-04
#> 170   2.570454e-03   5.388739e-04   4.404791e-04  -5.441539e-04   4.465320e-04
#> 171   4.805165e-04  -7.904198e-04  -2.474805e-04  -2.592517e-05   1.295226e-04
#> 172   1.898872e-03  -1.321087e-03   1.720832e-04   1.554613e-03  -9.233054e-04
#> 173  -5.529199e-04   5.664098e-04   6.345904e-04   3.031777e-04   4.501806e-04
#> 174  -6.886035e-05   6.494029e-04   5.967548e-04   7.572000e-05  -5.793160e-04
#> 175  -3.861498e-04   1.760464e-04  -1.134271e-03  -2.975472e-05  -1.770144e-03
#> 176   1.593031e-03  -1.331159e-03  -1.270530e-03   1.905300e-04  -1.276611e-04
#> 177  -4.737838e-04  -1.125658e-03   8.094898e-04  -1.072001e-03  -6.351228e-04
#> 178   1.659934e-04  -1.040589e-03  -4.168724e-04  -4.090341e-04   1.767209e-06
#> 179   6.501434e-04  -1.853861e-04   7.976253e-04   3.001488e-03   9.017047e-04
#> 180   7.040080e-04   9.969780e-06   2.483601e-05  -5.275144e-05   7.679920e-04
#> 181  -4.246953e-04  -3.132303e-03  -9.942625e-04  -2.010760e-04   9.935754e-04
#> 182   1.346838e-03  -1.395555e-04   2.313724e-04   2.665081e-03   1.051530e-03
#> 183   1.386381e-03  -1.275694e-03   7.849785e-05  -3.108049e-05  -1.307790e-03
#> 184   1.175314e-03  -8.242190e-04   5.352063e-04  -9.166124e-04  -4.579597e-04
#> 185  -3.421068e-04   2.764694e-04  -5.548617e-04   1.343084e-03  -3.012726e-04
#> 186   7.009135e-04  -1.277768e-03   1.912703e-03   1.801982e-05  -2.017851e-03
#> 187   6.088830e-04  -2.311650e-04  -9.932289e-05   3.435154e-04  -8.642758e-05
#> 188  -7.969603e-04  -3.508589e-04   2.764487e-04  -7.782374e-05   1.053604e-04
#> 189  -1.405795e-04   2.374711e-04  -4.222018e-04  -3.015436e-04   4.311151e-04
#> 190  -4.367357e-04   2.415803e-03   1.486327e-03  -7.381064e-04   2.066716e-03
#> 191  -8.554624e-04  -2.602493e-04   4.943506e-04   1.187024e-03   2.048179e-04
#> 192  -4.890004e-04  -4.630228e-04  -6.971084e-04  -6.272694e-04  -9.017945e-04
#> 193   4.965970e-05   1.321362e-03  -8.206984e-04  -1.839380e-03  -2.407027e-04
#> 194  -1.164489e-03   1.296536e-03  -2.091214e-04   1.107895e-03  -1.787031e-04
#> 195   5.559032e-04   4.970617e-04  -4.676881e-04  -7.387664e-04   4.758105e-04
#> 196   2.069505e-04   2.586531e-04   7.412267e-05   5.843795e-04   2.919944e-04
#> 197  -4.706051e-04   5.501186e-04  -2.684767e-04   1.971108e-04  -1.136439e-04
#> 198   3.638847e-04   3.342208e-04  -4.543515e-05  -5.083060e-05  -8.413688e-04
#> 199   4.521384e-04  -2.511039e-03  -8.018999e-04  -1.424039e-03   1.370633e-04
#> 200   3.073625e-03  -2.141678e-03   1.133213e-03   1.135775e-03   7.924930e-04
#> 201  -5.102764e-04   1.573675e-03   2.582826e-04   4.994850e-05  -1.675336e-03
#> 202  -3.555217e-06  -1.384421e-04   6.864749e-04  -3.568270e-05  -3.443855e-04
#> 203  -7.315026e-04  -1.745054e-03   7.304723e-04  -7.322785e-04   1.796933e-04
#> 204  -4.918686e-04  -5.124132e-04  -2.416955e-04   3.537211e-04   5.142731e-05
#> 205   2.287416e-04   1.454797e-03  -1.930500e-04   1.862078e-04   8.976963e-05
#> 206   7.547734e-04  -4.948179e-04  -6.037416e-04   7.238500e-05   8.408311e-04
#> 207  -2.394728e-03  -1.571838e-03   4.672619e-04   8.959278e-04  -1.912382e-04
#> 208  -2.786001e-04  -7.577681e-04  -9.458350e-04   2.245866e-04   6.607462e-04
#> 209   3.336354e-05   2.042423e-03   5.670554e-04  -4.604576e-04  -7.018959e-04
#> 210   2.528493e-05   5.826076e-04  -6.556191e-05   5.723402e-04  -1.037310e-04
#> 211   1.924728e-04   3.251003e-04   2.053538e-03  -6.080351e-05  -3.231567e-04
#> 212   6.649306e-04  -3.477905e-06  -2.411721e-04  -8.248526e-04   6.738946e-04
#> 213  -1.866393e-04   3.995147e-04   7.308044e-04   1.942222e-04  -4.981814e-04
#> 214  -1.869628e-03   8.670870e-04  -7.600028e-04  -2.507755e-03  -2.403713e-04
#> 215   1.560443e-03   1.373026e-03   2.960115e-04  -1.029555e-03  -2.945235e-04
#> 216   1.022226e-03   5.846892e-04   1.525513e-04  -3.356066e-04  -9.682672e-04
#> 217  -5.745055e-04   1.860064e-04   1.399319e-03  -1.690684e-03   7.925338e-04
#> 218  -4.930437e-05   9.491213e-04   3.808060e-04  -2.361317e-04  -2.421596e-05
#> 219   1.455601e-03   1.298067e-03   8.225382e-04  -2.593360e-04  -1.079854e-03
#> 220   2.537871e-04  -9.528896e-04   1.212981e-04   1.193896e-04  -1.687224e-03
#> 221  -9.344541e-04   1.041593e-03   4.599177e-04  -7.185814e-04   6.731933e-04
#> 222   1.112037e-04  -4.137692e-04   1.893073e-04   5.760057e-04  -4.299423e-04
#> 223   1.080888e-03  -6.197766e-04   6.105394e-05  -2.575625e-03   9.837260e-05
#> 224  -9.282064e-04   9.538529e-04  -1.185591e-04  -3.829936e-04   6.237425e-04
#> 225  -1.861074e-04  -1.859593e-03  -1.267311e-03   1.028912e-03  -1.928560e-03
#> 226  -8.807443e-04  -1.216759e-03  -3.909646e-04   2.107779e-03   6.472164e-04
#> 227  -1.374280e-03  -1.164650e-04   1.071848e-03  -2.750974e-03   3.961559e-04
#>     pca_factor_201 pca_factor_202 pca_factor_203 pca_factor_204 pca_factor_205
#> 1    -1.884772e-04  -4.320959e-05   5.793507e-04  -7.216949e-04  -7.170136e-04
#> 2     9.396763e-06  -3.322505e-04  -5.065128e-04  -3.328333e-04  -2.455606e-04
#> 3     1.674313e-03   3.483591e-06   1.111713e-03   1.077255e-03  -8.692387e-05
#> 4    -5.552159e-04  -3.781564e-04  -5.325165e-06   1.205540e-03  -1.656318e-03
#> 5     7.116311e-04  -1.302707e-03  -9.734912e-04  -4.873443e-04  -5.580093e-04
#> 6    -1.762485e-04   6.138046e-04   5.853623e-04   3.437593e-04   4.297516e-05
#> 7     1.846300e-04   1.454299e-03   1.183951e-04   8.754510e-04   5.326895e-04
#> 8     2.512779e-04   8.087042e-04   8.056290e-04   8.118342e-04   7.131966e-04
#> 9     5.204371e-04  -3.133298e-04   8.569716e-04   2.472534e-05  -3.051489e-03
#> 10   -1.153358e-03  -8.753152e-04  -7.175446e-04   6.303589e-04   5.978795e-04
#> 11   -2.216626e-04   5.796947e-04  -3.520099e-04   6.579390e-04   8.300768e-05
#> 12    5.327756e-04   7.087985e-04   3.296415e-06  -4.860149e-04  -6.155631e-04
#> 13    8.910128e-05  -3.772890e-04   3.957582e-04  -3.160038e-04   1.007213e-04
#> 14    4.940953e-04  -5.012138e-04  -8.985636e-04  -1.006353e-03   1.700166e-06
#> 15    2.459953e-03  -1.311202e-03   3.320912e-04   4.659771e-04   3.739441e-03
#> 16   -2.018264e-04   8.394704e-04  -1.099898e-03  -5.260472e-04   1.925781e-04
#> 17   -7.292199e-04  -7.674936e-04  -3.540957e-04  -3.329627e-04   1.433074e-04
#> 18    2.668178e-04   2.853007e-04   2.803606e-04   4.681802e-04  -9.027939e-04
#> 19   -6.886788e-04  -7.998018e-05   3.029509e-04   3.677090e-04  -7.178713e-05
#> 20   -1.230859e-03   1.819106e-03   1.771160e-04  -3.711884e-04   4.033758e-04
#> 21    1.512336e-03  -6.719930e-04  -2.434090e-04   1.317137e-04  -1.451154e-03
#> 22    7.151629e-05  -5.622204e-04  -2.330454e-04   5.036605e-04  -9.460527e-04
#> 23    1.849202e-04   2.213211e-04  -2.841931e-05   3.925203e-04  -9.282587e-05
#> 24    1.066700e-03  -3.307012e-04   1.289674e-03   1.219431e-03   5.976846e-04
#> 25    1.527461e-04   4.061522e-04   6.022583e-04   7.033841e-04   5.315304e-04
#> 26    4.908768e-04   1.388094e-03  -4.316458e-04   2.108247e-03  -3.525401e-04
#> 27   -1.361264e-03  -1.155142e-03   1.970643e-03   3.955897e-04  -1.262667e-03
#> 28   -6.986721e-04  -1.735270e-04   2.255391e-03  -5.692661e-04   6.478875e-04
#> 29   -6.961283e-04   2.017211e-03  -1.949393e-03  -4.137871e-04  -8.793169e-04
#> 30   -8.623967e-05  -8.623267e-05  -6.223955e-04  -2.498564e-04  -2.414805e-04
#> 31    6.783721e-04  -7.858877e-04   1.487912e-05  -3.690133e-04   3.898372e-04
#> 32   -1.586197e-03   4.103298e-04   2.216494e-04  -7.141908e-04  -1.921893e-03
#> 33    2.494087e-04   2.494170e-04   1.644605e-03  -5.316674e-04  -3.274011e-04
#> 34    2.536137e-05   8.922506e-04  -8.042549e-04  -1.553359e-04  -4.602869e-04
#> 35    3.189530e-04   4.184303e-04  -1.495976e-04   1.525654e-04   3.396212e-04
#> 36   -3.183692e-04  -1.924434e-04  -6.515092e-04   2.485436e-03  -2.626301e-04
#> 37    1.257986e-04   3.887178e-04   3.041434e-04   9.086100e-05  -1.016990e-04
#> 38   -5.042290e-04  -4.986316e-04   4.687871e-04  -5.175291e-04   7.436423e-05
#> 39    1.143815e-03   8.605908e-05   7.954228e-04   1.237306e-04  -3.346243e-04
#> 40   -1.349014e-03   1.733629e-04  -9.240438e-04  -8.667700e-04  -1.143864e-05
#> 41   -6.555147e-04  -1.145204e-03  -8.509886e-04  -1.012687e-04   8.824889e-04
#> 42   -4.324097e-04   5.889308e-04  -1.592322e-04  -4.975478e-04   3.536160e-04
#> 43   -3.005767e-04  -1.469896e-03   4.752405e-04   9.034868e-05  -3.430693e-05
#> 44   -6.314665e-04   4.461486e-04  -8.159042e-04   4.045980e-05   3.269349e-03
#> 45   -2.844919e-04  -4.382525e-04   1.215450e-03   6.761698e-04  -6.584350e-04
#> 46   -1.125802e-03   1.478004e-04  -3.876868e-04  -6.100977e-04   6.536668e-05
#> 47    1.245576e-03  -2.526912e-03   1.002189e-03   1.108899e-03   1.788706e-04
#> 48   -2.156546e-07  -2.292072e-04  -4.088578e-04  -2.729500e-04   7.163461e-05
#> 49   -8.167853e-04   4.340168e-04  -4.972393e-04   3.685739e-04   9.491487e-06
#> 50    4.853728e-04   1.567769e-03   5.819449e-04   4.603253e-04   8.753418e-04
#> 51   -3.503082e-04  -1.284118e-04  -3.014144e-04   5.690677e-04  -3.280079e-04
#> 52   -4.464301e-04  -8.921128e-04  -3.780965e-04   1.421884e-04   3.606293e-04
#> 53   -7.785007e-04   1.594703e-04  -8.227533e-04  -8.553756e-04   1.363646e-04
#> 54    4.774350e-04   1.128381e-03  -8.652354e-05  -2.012962e-04   4.565187e-05
#> 55   -1.010343e-03   6.411036e-04  -7.396400e-04  -1.157505e-04   6.371552e-04
#> 56    7.779098e-05   2.337654e-04   3.916478e-04  -8.710885e-05   3.907688e-06
#> 57   -7.955719e-04  -1.669844e-04   1.566199e-03   6.161287e-04  -8.108740e-04
#> 58    6.357371e-05  -7.251075e-05   5.005190e-05   2.230032e-04   1.532489e-03
#> 59   -1.103650e-03  -7.234318e-04   5.206257e-04  -9.598226e-06   5.672205e-04
#> 60   -2.879659e-04  -2.565744e-04   1.123712e-03   7.136035e-04  -4.478052e-04
#> 61    3.215183e-04   7.440261e-04  -1.814146e-04  -2.644589e-04  -6.823375e-04
#> 62   -1.105931e-04   1.105632e-04   4.861639e-04   4.816300e-04   1.594843e-04
#> 63   -5.920271e-04  -6.504866e-04   2.382243e-04   4.793504e-04   6.603629e-04
#> 64    1.360048e-04   1.090089e-03  -5.677113e-04  -1.359937e-04  -3.585283e-04
#> 65    9.126850e-04  -1.075385e-03   8.394502e-04   3.670081e-04  -1.895848e-04
#> 66   -6.243643e-04  -1.483790e-04  -8.616059e-04   1.414051e-03  -2.624688e-04
#> 67   -8.244420e-04  -4.930841e-05   1.399746e-04   1.493097e-03   1.969813e-04
#> 68    3.866827e-04   1.092488e-03   3.887644e-04  -2.767536e-04   6.022002e-04
#> 69    9.370522e-04   3.479827e-04  -5.806189e-05  -1.334734e-04  -3.583887e-04
#> 70   -1.457740e-04  -5.962158e-04  -1.170654e-04   4.356010e-05   4.764076e-04
#> 71    9.444843e-05  -3.416290e-05   7.477709e-04  -8.314507e-04  -3.813554e-04
#> 72   -6.439108e-04   3.981588e-04  -4.694641e-04  -5.533876e-04   6.979353e-04
#> 73   -1.532510e-03  -1.121159e-04  -7.104581e-04   7.757592e-04   1.514562e-04
#> 74   -5.660624e-04   1.097102e-05   7.571216e-04   9.056794e-04  -2.169423e-04
#> 75    4.072739e-04  -2.354798e-04   2.885494e-04  -1.228497e-04  -6.207527e-04
#> 76    1.223544e-03   1.278005e-04   5.028880e-04  -1.388795e-04  -6.031777e-04
#> 77    1.259149e-03  -4.567096e-04  -3.914365e-04  -1.521333e-04   1.768562e-04
#> 78   -2.014473e-04   3.549698e-04  -2.036405e-04   1.304577e-03   1.058439e-03
#> 79    1.409786e-04   1.026238e-03  -1.959928e-03   6.641386e-04  -1.252455e-03
#> 80   -2.768723e-04   5.781365e-04   2.835361e-05  -8.793068e-04   6.010753e-04
#> 81    1.958136e-04  -2.062003e-04  -5.953658e-05  -1.981235e-04  -9.703302e-05
#> 82    2.635548e-04   2.472504e-05  -3.005743e-05  -1.149138e-05   9.978192e-05
#> 83    4.165367e-04   1.363084e-04   9.874918e-04  -1.422970e-03   6.462261e-04
#> 84    1.139190e-03   5.167475e-04  -2.362068e-03  -7.095529e-04   1.006466e-03
#> 85   -3.689843e-04  -1.830274e-04  -6.735651e-04   6.624522e-04  -1.937799e-04
#> 86    1.359205e-03  -1.856185e-04   1.379980e-05  -5.369980e-04  -1.249553e-04
#> 87    6.532358e-06  -7.009583e-05  -5.581137e-05   6.926883e-04   5.237532e-05
#> 88   -3.739622e-04   3.531925e-04  -8.603966e-04  -8.529446e-04   9.005656e-04
#> 89    1.503158e-05  -9.001748e-04   1.466558e-03   7.165353e-04  -4.454811e-05
#> 90    1.141312e-03   1.321935e-04   3.013561e-04   1.606222e-04  -5.785763e-04
#> 91    1.501740e-03   1.385418e-03  -7.958504e-04  -3.254053e-04   9.059953e-04
#> 92    5.488038e-04   1.309230e-05   3.405196e-04  -1.044535e-04   4.028240e-04
#> 93    1.163286e-03  -2.827499e-07   5.612940e-04   4.664182e-04  -5.937165e-04
#> 94    6.843720e-04  -5.578812e-04   3.688708e-04  -1.976793e-03   4.215604e-04
#> 95   -1.212386e-03  -4.938651e-04   7.350166e-04   1.299282e-04   2.124335e-04
#> 96    4.131430e-04  -9.371056e-04  -9.832539e-04  -5.380186e-04  -1.052530e-03
#> 97    1.177770e-03  -8.276284e-04  -8.737461e-04   2.087464e-04  -9.440972e-05
#> 98   -1.599952e-03   1.005091e-03   1.444796e-03  -1.288378e-03   3.046593e-04
#> 99   -6.431336e-05  -2.390808e-04  -1.423039e-04  -1.938803e-04   2.073350e-04
#> 100   1.320828e-03   2.244362e-04   8.364466e-04  -1.764246e-03   1.606695e-04
#> 101  -5.531056e-05  -5.570964e-04   6.117019e-04  -2.403103e-04  -2.682946e-04
#> 102   5.392694e-04  -2.199295e-04  -2.517841e-04  -2.017899e-04  -3.048470e-04
#> 103   5.209660e-04   4.256114e-04   2.834091e-04  -7.103250e-05  -6.698022e-04
#> 104  -8.292972e-04   4.059000e-04   6.843839e-04   1.113287e-03   8.571570e-05
#> 105   1.012289e-03  -9.473955e-05   1.039181e-03  -8.418356e-05   5.675414e-04
#> 106  -1.084194e-03   9.010309e-04   9.494890e-05   9.422522e-05  -3.296447e-04
#> 107   6.847826e-05  -1.141436e-04   8.207339e-04   4.769356e-04  -1.862449e-04
#> 108  -1.579018e-04  -1.919557e-04   5.291324e-04  -2.199227e-03   1.107406e-03
#> 109   6.043312e-04   2.549108e-05  -1.102605e-05  -4.861812e-04   1.218854e-04
#> 110  -8.885912e-05  -6.028699e-04  -5.676501e-04   5.262530e-04  -2.518457e-04
#> 111   4.710763e-04  -1.509418e-03  -5.544206e-04   7.407054e-05   3.036261e-04
#> 112   3.832536e-04  -2.668822e-04   5.750031e-04   3.915050e-04  -5.396842e-04
#> 113   1.465954e-03  -7.528380e-04  -4.579208e-04  -1.245442e-03  -1.151964e-03
#> 114   3.307629e-04  -3.083489e-04  -1.327637e-03   1.828782e-04   6.730450e-04
#> 115  -1.723730e-04   1.862045e-04  -1.202961e-05   7.390967e-04  -1.152629e-04
#> 116   6.231101e-04   3.639217e-04   2.205498e-04  -1.521832e-04  -2.927184e-04
#> 117  -2.902421e-04  -6.502897e-05  -5.041855e-04   4.148804e-04  -5.854753e-04
#> 118   3.141291e-04  -6.026593e-04   3.382550e-04  -1.683152e-03   3.941357e-04
#> 119  -6.548939e-04   6.151119e-04   4.231057e-04  -1.258856e-03  -1.330518e-03
#> 120  -1.398276e-04   2.744731e-04  -8.863250e-05   7.445548e-05   3.627597e-04
#> 121   2.217506e-04   5.769990e-04   1.632457e-04  -3.004644e-05  -3.572607e-05
#> 122   9.774441e-04   6.825590e-04  -2.314464e-04   1.566113e-03  -9.011079e-04
#> 123   1.013163e-03  -1.073005e-04   1.170084e-03   6.699847e-04   6.187902e-04
#> 124   2.128962e-03   1.813834e-03   4.721492e-04   4.569251e-04   2.754214e-04
#> 125   2.413194e-04   4.102814e-04  -6.545740e-04   2.709255e-05   1.779664e-04
#> 126  -7.883489e-04  -4.897313e-04   6.683756e-04   1.196483e-03  -6.846641e-04
#> 127  -3.301331e-04   9.409846e-04   2.409947e-04   8.609682e-04   2.251556e-04
#> 128  -4.954946e-05  -5.722689e-04  -1.924638e-04   5.720100e-05  -3.053508e-05
#> 129  -6.193142e-04  -9.907717e-04   2.830724e-04   2.180498e-04   6.626059e-05
#> 130  -4.027440e-04  -4.609677e-04  -4.988835e-04  -7.282649e-04   9.622064e-05
#> 131   2.139607e-05  -3.271994e-04  -1.035671e-03   7.680032e-05   1.278240e-04
#> 132  -1.346616e-04   3.112309e-04  -2.587767e-04  -2.421751e-04   3.028115e-04
#> 133  -5.093148e-04   5.445073e-05  -1.226622e-04  -7.952272e-05   7.908973e-05
#> 134   4.223239e-04  -1.869433e-03  -7.198438e-04  -1.834665e-03   7.503119e-05
#> 135  -6.699076e-04  -2.838637e-04   1.495605e-04  -1.437594e-03   1.006752e-03
#> 136  -7.133611e-04   1.957123e-04  -3.191637e-04   3.507205e-04  -7.712222e-04
#> 137  -8.386719e-04  -3.390905e-04  -3.845182e-04   8.219371e-05  -3.227804e-04
#> 138   1.033976e-04   7.387144e-04  -1.704394e-04  -2.161884e-04  -7.207879e-04
#> 139  -6.804675e-04  -1.439217e-03  -1.798281e-04   4.734081e-05   4.066600e-04
#> 140  -1.730268e-04   9.890892e-05   1.265582e-05   8.564703e-04   9.148745e-04
#> 141   2.067459e-04   8.419538e-04   5.198875e-04  -1.123195e-04   1.504670e-04
#> 142  -5.815491e-04  -2.276852e-04  -2.121899e-04  -2.191039e-04   9.203522e-04
#> 143  -1.692020e-03  -1.297844e-04  -1.871743e-03  -1.391703e-03  -6.911281e-04
#> 144  -5.246961e-04  -1.740935e-03   5.030916e-04   1.076777e-03  -9.686519e-04
#> 145  -1.039079e-05  -5.029427e-04  -1.701179e-03   1.645831e-03  -4.399695e-05
#> 146   7.032458e-05   1.074278e-04   7.541579e-06   1.098850e-04  -9.686799e-05
#> 147   1.108009e-03   1.323843e-03   4.732021e-04  -6.799060e-04  -9.538804e-04
#> 148   1.737574e-03   1.431944e-03   7.602004e-04  -7.751996e-05  -4.493556e-04
#> 149   9.813639e-04   9.009822e-05  -2.478480e-04  -2.012766e-04  -9.170984e-04
#> 150   4.340945e-04  -3.339205e-04   4.989240e-04   5.702186e-04  -4.529687e-04
#> 151   7.937946e-04   1.287222e-04  -1.109964e-03  -5.962557e-04  -4.564372e-04
#> 152  -1.755725e-04  -8.066721e-04   3.467013e-04   3.831455e-04   3.075506e-04
#> 153  -1.222592e-05  -2.710436e-04   3.794832e-04  -2.940634e-04  -2.746105e-04
#> 154  -1.344939e-04  -8.205393e-04   1.787796e-05   1.046307e-03  -3.348742e-04
#> 155   5.171704e-04   1.568051e-04  -7.074969e-04  -4.912230e-04  -3.762625e-04
#> 156   5.140021e-04  -7.937891e-05   3.629724e-04  -1.139488e-03   1.597852e-04
#> 157  -5.542650e-04   8.181821e-04   8.929778e-04   3.001727e-04  -9.725465e-05
#> 158   7.103775e-04   5.370848e-04  -1.815828e-04  -1.888296e-04  -3.395876e-04
#> 159  -1.150798e-03   4.540713e-04   9.532449e-04   2.701929e-04   2.450972e-05
#> 160   1.827704e-04   1.740882e-04   2.020229e-04  -8.639239e-04  -7.862442e-05
#> 161  -2.149830e-03   1.912784e-03   1.886224e-03  -1.416732e-03  -1.738269e-04
#> 162  -1.025637e-03   1.099388e-03   9.839030e-04   1.383924e-04   5.249960e-04
#> 163   5.099177e-04   2.946712e-05   2.789990e-04  -3.798309e-04   1.640601e-04
#> 164   2.667120e-04   1.953433e-04   2.388388e-04   1.220594e-03  -9.946226e-05
#> 165   1.225151e-03  -1.946761e-05  -1.921780e-04  -6.167221e-04  -2.048557e-04
#> 166  -3.200396e-05   7.223210e-04  -1.328962e-03   1.217981e-03   7.047325e-04
#> 167   9.597558e-04   1.097945e-03   3.156111e-04   7.759003e-05  -4.060203e-04
#> 168  -9.436237e-04   2.859930e-05   7.155980e-04  -5.130120e-04  -3.295699e-04
#> 169  -8.100834e-04  -1.534085e-04  -5.961862e-04  -9.845464e-05   3.731276e-04
#> 170   8.993099e-04   1.353142e-03  -3.127968e-04  -5.855517e-04  -2.494585e-04
#> 171   1.296691e-04   1.679380e-04   1.312740e-04  -3.555460e-04  -2.076727e-05
#> 172   4.046363e-05  -7.259328e-04   7.842733e-06  -1.856707e-04  -6.820676e-05
#> 173  -7.938817e-04  -1.231719e-03   6.019358e-04  -1.789594e-04  -8.713951e-04
#> 174  -2.122214e-04   4.082209e-04   9.481193e-05   3.324758e-04  -1.306308e-04
#> 175  -1.645801e-03  -2.111092e-03  -3.319754e-04   4.188909e-04  -4.271990e-04
#> 176  -2.827136e-03  -2.132602e-03   3.191543e-04  -4.907213e-04  -2.979773e-04
#> 177   3.915710e-04  -1.532482e-04   3.656247e-04  -8.975398e-05  -5.399838e-04
#> 178  -5.569427e-04   3.283453e-05   2.612815e-04  -4.564204e-04   1.323371e-04
#> 179   4.463026e-04  -6.090866e-04  -2.652622e-04  -1.328857e-03  -1.060220e-03
#> 180  -4.701774e-04   3.920453e-04  -4.913752e-04  -1.372765e-04   3.540985e-04
#> 181  -1.046155e-03   7.473786e-04   1.378730e-03   1.119018e-03  -3.948531e-04
#> 182  -5.974406e-04  -4.568927e-04  -3.677944e-03   1.492171e-03  -8.231561e-04
#> 183  -4.073528e-04  -2.778126e-04  -7.513125e-04  -4.683258e-04  -1.154937e-04
#> 184  -6.545255e-04   9.047300e-05   1.635744e-04  -2.337645e-05   2.496868e-04
#> 185   1.751361e-04   1.537595e-03  -6.392398e-04   2.956007e-04   4.868546e-04
#> 186   9.271382e-06  -8.133444e-05   2.438643e-04   9.556443e-04   1.367127e-03
#> 187   4.850500e-05  -5.911180e-04  -1.061095e-03   2.568083e-04   2.294460e-04
#> 188  -1.248814e-04  -1.865998e-04   3.979747e-04  -4.496834e-04   6.259544e-04
#> 189   1.657870e-04  -4.332911e-04  -3.143885e-04  -2.030809e-04  -1.472094e-04
#> 190  -9.698470e-04   9.589860e-05  -5.968664e-04  -9.133574e-05  -1.979782e-04
#> 191   7.168639e-04   2.576186e-04  -5.551961e-04   5.407049e-04  -1.189811e-04
#> 192   5.188059e-04   1.209664e-03   9.409958e-04   5.029988e-05   7.100609e-04
#> 193   7.423242e-04   3.399154e-04  -2.076742e-03   1.118277e-04   2.240307e-04
#> 194   1.125579e-03   2.090907e-04   6.315120e-04  -1.170413e-03   3.324930e-04
#> 195  -1.362385e-04  -8.113944e-04  -1.588121e-04  -7.099019e-04   1.707555e-04
#> 196  -2.374983e-04   2.240427e-04  -4.321029e-04  -1.433707e-04  -6.658584e-05
#> 197   7.388339e-06  -3.107679e-04   3.780506e-04   2.913281e-04   2.158053e-05
#> 198  -6.884261e-04   3.533603e-04   3.382193e-04  -3.231181e-04   1.799179e-04
#> 199  -1.771463e-03   8.005563e-05  -8.027537e-04  -5.221580e-04   8.269786e-04
#> 200   1.396058e-03  -1.240265e-03   1.384761e-03   3.711986e-04   1.907490e-03
#> 201  -6.054589e-04  -3.268690e-04  -7.609886e-05   5.624904e-05   1.439350e-03
#> 202   5.058484e-05   9.818423e-04   3.656358e-04   6.098060e-04   4.339530e-05
#> 203  -1.494544e-03  -1.039619e-03  -3.451132e-04  -1.760537e-04   6.406990e-04
#> 204  -1.611578e-03   5.132092e-04  -3.807077e-04   1.253286e-03   6.251143e-04
#> 205   5.774571e-04  -5.621699e-04  -4.826707e-04  -7.855412e-04  -3.183701e-04
#> 206   9.414506e-04  -3.834737e-04  -1.222928e-04  -8.156799e-04   2.125468e-05
#> 207  -4.977426e-06   1.493526e-03   4.145575e-04  -5.181881e-04  -1.496441e-03
#> 208  -9.993024e-05   2.185444e-04   2.180640e-04  -4.827970e-04  -2.189803e-04
#> 209  -7.201184e-04   5.299415e-06   1.581984e-04   2.170482e-04   5.842426e-05
#> 210   1.009032e-03  -2.761266e-04  -4.465272e-04   2.388058e-04  -4.825665e-05
#> 211   2.789558e-04   1.035248e-03  -1.132269e-03  -6.442367e-04  -9.170414e-04
#> 212   3.954766e-05  -1.018778e-03  -4.293542e-04   2.518426e-04   2.996862e-04
#> 213   8.934329e-05   3.732037e-04  -5.928797e-05   1.999701e-04  -3.328901e-04
#> 214  -1.688528e-04   1.075514e-03  -2.383882e-04  -3.879932e-04   5.452686e-04
#> 215   1.372290e-03  -1.186171e-03   2.484201e-04  -1.055411e-03  -8.656687e-04
#> 216  -9.202868e-04  -1.871147e-04   2.447396e-04  -6.742116e-04   5.485040e-04
#> 217  -1.123144e-03   4.985875e-04  -3.779187e-04   3.454570e-04   5.019083e-04
#> 218   9.590088e-05  -3.128153e-04  -1.289473e-04  -1.961924e-04  -1.497935e-04
#> 219  -3.773952e-04  -1.389917e-04   8.654600e-05  -5.556936e-04  -3.202961e-05
#> 220  -8.901611e-04  -8.712794e-05  -2.255550e-04  -7.549984e-04   4.888094e-04
#> 221  -4.143757e-04  -4.662731e-04   5.130406e-04   1.216089e-05   8.091681e-04
#> 222  -2.575398e-04   9.055439e-04   5.102319e-04   1.264406e-03   1.753504e-04
#> 223  -7.691938e-04   6.531565e-04   6.514194e-04   9.146435e-04  -2.087311e-04
#> 224  -4.308958e-04  -1.245471e-03   2.001387e-04  -1.296282e-03  -3.343898e-04
#> 225   1.972061e-03  -1.273452e-05   1.432389e-04   9.457447e-04   9.333524e-04
#> 226   1.540085e-03   4.521543e-04  -8.435246e-04  -5.853028e-04   1.952402e-04
#> 227   2.919002e-03  -2.064559e-03  -8.283309e-04   1.076794e-03  -4.587717e-04
#>     pca_factor_206 pca_factor_207 pca_factor_208 pca_factor_209 pca_factor_210
#> 1    -9.487223e-04   6.519079e-04   5.982805e-04  -3.558925e-04  -3.936119e-04
#> 2     1.598527e-04  -4.097148e-04  -3.762327e-05  -4.657573e-05   9.417593e-05
#> 3     1.050238e-04  -6.438704e-04   1.407048e-04  -1.010224e-03   1.754172e-04
#> 4    -2.574953e-04   9.628832e-04   5.924123e-04  -3.752844e-04  -7.738198e-04
#> 5    -9.713174e-06  -1.970368e-06   7.940002e-05  -3.283343e-04   8.843315e-05
#> 6     2.670179e-04   4.198985e-04   3.504750e-04   4.303783e-04   2.228233e-04
#> 7    -4.357082e-04  -2.105106e-04  -6.339507e-04   2.163610e-04  -7.636630e-05
#> 8    -1.185240e-04   4.747272e-04   3.844092e-04  -3.090623e-04   2.307374e-05
#> 9    -7.169588e-04  -1.443921e-03  -5.945467e-04   1.544003e-03   2.832042e-04
#> 10   -4.358026e-04   3.273138e-04   6.964471e-04  -5.833293e-04  -3.182889e-04
#> 11   -6.786011e-04   1.001332e-04   4.513745e-04  -3.134235e-04   4.791775e-05
#> 12    5.607512e-06   1.629556e-04   8.963506e-05   1.744965e-04   2.226150e-04
#> 13   -1.238600e-03  -1.080085e-03   1.807577e-04  -2.687048e-04  -1.244289e-04
#> 14    4.322109e-04  -3.933617e-06   7.481474e-04  -4.833197e-05   7.231736e-04
#> 15    8.911776e-04  -7.589372e-04  -5.963448e-04   2.447831e-03   1.387198e-04
#> 16   -1.241116e-03   6.262236e-05  -3.891249e-04   3.403186e-04   8.767704e-05
#> 17   -1.132177e-03  -7.163117e-04   1.132234e-04   2.883590e-04   4.060241e-05
#> 18    1.378690e-03   7.663739e-04  -9.191280e-05   7.688152e-05   3.225071e-04
#> 19   -5.898192e-05  -2.152494e-04  -1.617582e-04  -1.988481e-04   4.553310e-05
#> 20   -1.968831e-04  -1.067130e-04   1.131054e-04  -4.197329e-04   2.418201e-04
#> 21   -4.640164e-04   4.565249e-04   4.673603e-04  -3.703399e-04   9.170502e-05
#> 22   -2.413994e-04   1.001156e-03   1.036316e-04   3.433153e-04  -3.466364e-04
#> 23   -6.652414e-05   3.929579e-04   1.078543e-04   3.471014e-04   8.256827e-05
#> 24    1.789087e-03   1.203554e-04   7.185164e-04  -4.233116e-04   1.298728e-05
#> 25   -9.823702e-04  -8.873111e-04   6.980115e-04   2.087950e-04  -1.075025e-04
#> 26   -4.640879e-04   6.966472e-04   8.189297e-04  -1.637994e-04   2.770461e-04
#> 27    4.295802e-04   4.194366e-04  -4.453408e-04   5.307197e-04   3.208034e-04
#> 28   -8.639905e-04   1.207464e-03  -5.262508e-04   6.441940e-04   5.172711e-04
#> 29    7.819629e-04  -2.169093e-03   2.314244e-03   3.825100e-04  -1.960464e-04
#> 30    4.629278e-04   6.551368e-04   2.682959e-04  -9.520976e-05   4.430887e-05
#> 31   -6.756265e-04   1.108867e-04  -3.008101e-04   6.916940e-04  -8.717921e-04
#> 32   -6.167552e-04   1.843821e-04   6.656724e-06  -2.241635e-03  -9.152789e-05
#> 33   -7.975787e-04  -2.355183e-04  -2.425825e-04  -9.015348e-04   6.958102e-04
#> 34   -1.129635e-04  -4.986235e-04   3.028954e-04  -2.318580e-04  -3.048223e-04
#> 35   -3.831389e-04   2.376925e-04  -2.855687e-04   2.736951e-05   4.706011e-04
#> 36   -1.288595e-03  -1.189976e-03   9.626241e-04  -6.992865e-04  -6.239353e-04
#> 37   -1.069327e-04  -1.388899e-04   9.367974e-05  -1.474909e-05   1.568193e-04
#> 38    9.228416e-04   3.025689e-04  -2.198111e-04   2.613618e-04  -2.298327e-04
#> 39    2.041974e-05   1.859072e-04  -8.227727e-04  -4.604550e-04  -1.315605e-04
#> 40    4.106633e-04   1.075252e-03  -3.996267e-04   6.219532e-04   6.724008e-05
#> 41   -6.398830e-04   1.048760e-04   1.992261e-04  -7.335357e-04  -4.126935e-04
#> 42    4.592471e-04  -6.450436e-05  -4.728384e-05   4.593607e-04   1.703217e-04
#> 43    2.833818e-04   2.526508e-04   2.392252e-04  -1.146257e-04  -2.176921e-04
#> 44    1.207739e-03   1.834404e-03   7.847114e-04  -1.516105e-03  -1.894974e-04
#> 45    1.486819e-03   2.201029e-04  -8.736782e-06   7.579834e-05   1.256142e-04
#> 46   -9.843080e-04   1.825476e-04  -2.232098e-04   2.235685e-04   1.357573e-04
#> 47    2.573137e-05   3.804209e-04   1.047891e-03   1.759034e-03   7.197193e-04
#> 48   -4.771018e-05  -8.069810e-04  -4.758068e-04  -3.498603e-04  -2.660228e-04
#> 49    6.582871e-05   4.849800e-04   3.358066e-04   2.029302e-04   1.302453e-04
#> 50   -9.440674e-04   8.541631e-05   4.450069e-04  -2.837798e-04   3.365935e-04
#> 51    1.566369e-05  -2.561979e-04   2.208134e-04  -3.491645e-04   5.194790e-05
#> 52   -1.013070e-03   2.944820e-04   3.062507e-04  -7.588177e-04  -3.462618e-04
#> 53   -7.887155e-04  -7.635945e-04   4.727780e-04   2.782553e-04  -1.541173e-05
#> 54    1.220916e-03   4.117299e-04  -2.928516e-04   1.295365e-04  -2.347765e-04
#> 55    2.102060e-04   1.781254e-04   4.566722e-04   2.504163e-04   9.663238e-05
#> 56   -7.532060e-05   2.550255e-04  -4.324228e-05  -5.712563e-05   1.118340e-04
#> 57    8.279632e-04  -2.075569e-04   4.272413e-04   7.901249e-04   5.930356e-04
#> 58   -8.949159e-04  -7.025065e-04   7.450962e-04   6.527550e-04  -1.980796e-04
#> 59    1.521481e-03  -1.111731e-03  -1.001466e-03  -9.146346e-04  -8.443749e-04
#> 60   -7.565767e-04  -3.727394e-04   1.922987e-04   7.654801e-04  -1.649543e-05
#> 61   -7.458694e-04   3.460556e-04  -5.272707e-04   4.077412e-04   1.201055e-05
#> 62    8.787552e-04  -1.313858e-04  -1.891916e-04   2.867676e-04  -2.026371e-04
#> 63    1.882387e-04   5.329276e-04  -2.402118e-04   1.569915e-04  -2.731948e-05
#> 64    1.325212e-04  -2.105533e-05  -7.424719e-05   6.887116e-04  -7.784369e-05
#> 65    7.253710e-04  -1.176391e-03   7.142333e-04  -4.621246e-04  -2.871371e-04
#> 66    5.527147e-04  -6.525280e-04  -1.047161e-03  -1.317134e-04   1.108622e-03
#> 67    8.214911e-05  -5.338641e-04  -9.748519e-04   1.002156e-04   4.316762e-05
#> 68    1.247212e-04  -1.835954e-04   7.282205e-05  -5.701356e-04  -2.843840e-04
#> 69    2.810363e-04  -2.425359e-04  -1.023257e-04   1.062809e-04   1.036680e-04
#> 70   -2.551006e-04  -2.377420e-04   5.302102e-04  -2.661145e-04  -1.640710e-05
#> 71   -3.924870e-04  -3.551118e-05   1.794501e-04  -4.583023e-04  -3.363164e-04
#> 72    2.536148e-04   2.033873e-04  -9.183681e-05   9.768885e-05   4.289106e-05
#> 73    4.060294e-04   2.823018e-04  -4.614492e-04  -2.230062e-04  -1.572185e-04
#> 74   -3.632192e-04   9.037094e-06  -5.389250e-04   6.327446e-04  -1.702216e-03
#> 75    8.300174e-04  -7.982103e-05  -5.067065e-04   2.164473e-05  -2.175585e-04
#> 76    1.191957e-03  -5.034853e-05  -4.223434e-04  -2.952757e-04  -3.171697e-05
#> 77   -9.361767e-04  -8.743183e-05   2.679534e-04  -4.424653e-04   5.025688e-04
#> 78   -2.463231e-04  -1.369343e-03  -1.275393e-03  -7.214183e-05   1.616667e-04
#> 79   -5.616998e-04   1.316056e-03   6.232249e-05   5.174528e-04   1.263169e-04
#> 80   -9.917895e-04  -1.560125e-04   1.639405e-05   2.479244e-04   1.738841e-04
#> 81   -1.242992e-04   8.231596e-05   1.221649e-04  -1.404938e-04  -8.230799e-05
#> 82    1.455365e-04  -7.510917e-05   9.303756e-05  -1.257293e-05  -6.950951e-05
#> 83   -1.818684e-04  -6.725401e-05   3.130326e-04   6.662292e-04   1.096487e-04
#> 84   -4.065705e-04   5.271908e-04  -7.381572e-04  -4.147246e-04  -8.085132e-04
#> 85   -3.425699e-04   8.847654e-04  -9.986055e-05  -3.746938e-05   5.029499e-04
#> 86   -1.415604e-05  -4.901513e-04  -6.075360e-04  -9.428050e-04  -1.270227e-04
#> 87    1.087444e-04   7.668147e-04   8.864769e-05  -3.756590e-04  -7.419731e-05
#> 88   -8.117327e-04   8.539440e-04   1.177975e-05  -2.313095e-04   3.021086e-05
#> 89    1.914521e-04   2.998220e-04   9.113683e-04  -2.638484e-04   3.934420e-04
#> 90    2.230127e-05   5.028203e-07  -4.363809e-04  -2.168397e-04  -1.214948e-04
#> 91   -1.221499e-03   1.346159e-03  -1.544483e-03   1.382932e-04   1.028771e-03
#> 92    3.681793e-04   4.084525e-05  -8.180728e-05   1.367541e-04   2.429855e-04
#> 93   -1.836114e-04  -2.884469e-05  -4.449330e-04  -2.445904e-05   7.877990e-05
#> 94    6.364634e-05  -5.464736e-04   4.767501e-05   4.701101e-04  -5.236723e-04
#> 95   -6.352757e-05  -3.414753e-04   6.043487e-05  -6.495137e-04   1.234125e-05
#> 96    1.525783e-04  -4.641040e-04  -8.276100e-04   8.971385e-04  -9.361588e-05
#> 97   -2.694531e-04  -5.257455e-04  -4.572305e-04   1.987238e-04  -3.800126e-04
#> 98    1.639682e-04  -1.262212e-04   5.988344e-05   4.065774e-04  -9.928060e-04
#> 99   -3.857034e-05  -2.759404e-04   2.087169e-04  -1.393844e-04   3.321698e-04
#> 100  -6.086514e-04   9.718131e-04   8.515743e-04   2.322808e-04  -1.433768e-03
#> 101   1.406663e-04  -1.727663e-04  -2.199381e-04   8.360613e-05   2.907583e-05
#> 102   9.570439e-04   1.666784e-04   2.275124e-05   1.449804e-04  -1.842119e-04
#> 103   9.431859e-05  -1.439927e-04  -1.631619e-04   3.339224e-04   1.103849e-04
#> 104  -7.135103e-04   1.709264e-04  -5.790467e-04   1.099344e-05  -5.266350e-04
#> 105   7.577331e-05   1.833014e-05   2.990704e-05  -1.221948e-04  -3.204749e-04
#> 106   1.036905e-03  -1.792812e-04   5.693636e-04  -7.577122e-04   1.395958e-03
#> 107  -4.612780e-05   2.083308e-04   5.179303e-05   1.427793e-04   1.345910e-05
#> 108   2.078213e-04  -8.168692e-04   1.642072e-04   7.896037e-05   2.969961e-04
#> 109   3.743397e-04   2.928297e-05   8.574584e-05  -6.386922e-05   4.123302e-05
#> 110   4.467849e-04  -2.938404e-04  -7.230298e-04   8.009317e-05   2.905373e-04
#> 111  -4.310141e-05  -1.276594e-03  -5.525381e-04  -3.134502e-04   5.760410e-05
#> 112  -5.309683e-04  -4.990754e-04   2.881788e-04  -5.780649e-04   1.625275e-04
#> 113   4.287483e-04   1.463156e-03   1.518505e-03   3.468731e-04  -2.205997e-04
#> 114  -6.837376e-04  -6.110497e-04  -4.267318e-04  -5.667762e-04   3.027413e-04
#> 115   1.276567e-04  -6.149242e-06  -7.352133e-04   6.010928e-05  -5.456083e-04
#> 116   2.229945e-04  -4.078932e-04  -5.981023e-04  -3.881742e-05   3.766971e-05
#> 117  -2.722401e-04  -4.626364e-04   9.552699e-05  -2.356661e-05   9.534108e-06
#> 118   5.349999e-04   2.153612e-04  -5.105232e-04  -6.777934e-04   1.717149e-04
#> 119  -6.348025e-04  -5.222338e-04  -1.707413e-03  -1.094828e-03  -1.830332e-04
#> 120  -2.348682e-04   7.034934e-05  -1.975841e-04  -7.236005e-05  -5.936892e-05
#> 121   6.032355e-05   6.581879e-04  -5.457764e-04   3.515109e-04   3.537388e-05
#> 122   5.580983e-04   1.401898e-03   4.706824e-04   1.373441e-04   3.715532e-04
#> 123  -1.421463e-03  -4.654457e-04   2.393118e-04  -2.800366e-04  -1.166612e-04
#> 124   3.216245e-03  -2.630168e-04   1.159984e-03  -9.852868e-04  -1.252273e-03
#> 125  -3.843285e-04  -2.651160e-04   3.155382e-04  -6.682998e-04   1.494594e-03
#> 126   8.867085e-05  -3.427428e-04  -2.457197e-04  -6.745367e-04  -3.880859e-04
#> 127  -4.988452e-04  -4.357199e-05  -4.308701e-04   3.023220e-04   2.913577e-05
#> 128   5.720441e-05   3.743397e-04  -4.126862e-04   1.577731e-04  -2.028638e-05
#> 129   4.104935e-04   6.404962e-04  -3.260697e-04  -1.383843e-04  -9.315058e-05
#> 130   5.836669e-04   3.402111e-04  -6.895601e-04   2.924059e-04  -1.899261e-04
#> 131  -4.330150e-04  -3.982727e-04  -5.063472e-04  -2.422083e-05  -2.424341e-04
#> 132  -6.219528e-04  -4.894179e-04   2.077579e-04  -2.357398e-04  -5.502581e-06
#> 133   1.188436e-05  -1.198543e-05   7.750499e-05   3.082103e-04   9.024478e-05
#> 134   1.389664e-03  -5.489235e-04   7.040905e-04  -1.425458e-03   1.688344e-03
#> 135   1.225857e-03  -1.684207e-03  -1.127015e-03  -5.379917e-04   2.186388e-04
#> 136  -7.034283e-05   1.007125e-03   5.535598e-04  -1.440105e-05  -9.115829e-07
#> 137   4.507719e-04  -4.311472e-05   5.473697e-04   4.246633e-04   1.952559e-04
#> 138  -1.280277e-03  -1.654867e-04  -1.279891e-04   4.879047e-04   3.970381e-04
#> 139   7.293129e-04   1.732330e-04  -1.645669e-04  -1.589532e-05  -3.335132e-04
#> 140  -3.414114e-04  -1.758783e-05   5.313585e-04  -3.158832e-04   2.190056e-04
#> 141  -2.558340e-04   2.322132e-04   1.723808e-04   9.936545e-05   2.012869e-04
#> 142  -4.395803e-04  -2.957572e-04   2.175425e-04  -7.196558e-04  -1.684961e-04
#> 143   1.460532e-03   4.388683e-04  -1.375454e-04   6.300217e-04  -9.636520e-06
#> 144   3.817805e-04  -4.296253e-04   3.641242e-04   8.795397e-05   3.336732e-05
#> 145   7.224859e-04   2.869566e-04  -6.325554e-04   4.614739e-04   1.556487e-04
#> 146  -1.922138e-04  -8.031514e-05   4.987971e-05  -1.827910e-04   2.081314e-04
#> 147  -2.213961e-04  -5.608090e-04  -9.058300e-04   4.491392e-04   1.729997e-04
#> 148   8.784967e-04  -3.389598e-04  -3.426685e-06   1.955550e-04   7.657913e-07
#> 149   6.177565e-04  -4.395426e-04  -3.613153e-04   2.334316e-07  -8.406133e-05
#> 150   9.664482e-04   7.748179e-04  -7.865768e-05   1.259820e-04   2.026944e-04
#> 151  -8.224603e-04  -5.118796e-04  -2.285149e-04   8.638125e-05  -9.311033e-05
#> 152  -8.686313e-04   1.407003e-04   3.140835e-04  -5.810414e-05  -1.922610e-04
#> 153  -2.349458e-04   5.143656e-04  -6.056225e-05  -1.007131e-04  -8.838076e-05
#> 154  -6.328394e-05   8.195811e-04  -3.842826e-04  -5.992666e-04  -8.674546e-04
#> 155  -6.773437e-04   3.401620e-04   2.678638e-04  -4.671506e-04   3.575447e-04
#> 156   4.758520e-04   1.670269e-05  -1.198977e-04  -2.774992e-06   1.263314e-04
#> 157   5.175090e-05  -6.483744e-04  -2.312491e-04   6.093783e-04   2.234170e-04
#> 158  -4.118486e-04  -4.526436e-04  -1.971371e-04   1.209210e-04   8.103090e-05
#> 159  -3.679171e-04   5.062686e-04   1.068262e-03  -2.929770e-04   3.437880e-04
#> 160   2.355312e-04   4.664114e-04   8.419872e-04  -1.621625e-04   4.283951e-04
#> 161   8.158962e-04  -3.578586e-04   1.292758e-04  -6.509456e-04   3.121105e-05
#> 162  -9.900135e-05   1.085431e-04   6.642413e-05   1.276166e-04   1.179598e-04
#> 163  -5.584380e-04  -1.689078e-04   3.494937e-04   1.127742e-04   2.441002e-04
#> 164   2.698574e-04  -1.773774e-04   1.014402e-04  -4.646079e-04  -1.453003e-04
#> 165  -6.490945e-04   4.919811e-04   2.501651e-04  -8.816304e-05  -1.542427e-04
#> 166   3.873796e-04  -1.089646e-03   4.376828e-04  -1.680186e-05   1.043253e-04
#> 167  -8.912904e-04  -5.266163e-04  -1.420715e-04   1.985484e-05   3.039028e-04
#> 168   1.343143e-03   1.632653e-04  -3.723303e-05   4.420864e-04  -1.444879e-03
#> 169  -2.139691e-04   7.247542e-04  -4.378901e-04  -6.731126e-05  -2.493309e-05
#> 170   1.690060e-04  -6.805294e-04  -4.599163e-04   4.239801e-04  -2.195463e-04
#> 171   3.207284e-04   1.739784e-04  -1.778791e-04   3.823510e-04  -1.079398e-03
#> 172   2.441904e-04   1.263554e-03  -8.087507e-04  -2.449736e-04   1.050607e-04
#> 173   4.474155e-04   1.325586e-04  -5.967497e-04   5.299499e-04   1.651521e-04
#> 174  -3.300107e-05   3.446065e-04   6.503562e-05   1.134685e-05   5.933033e-04
#> 175  -8.203048e-05  -9.331778e-05   6.712118e-04  -4.374675e-05  -3.178913e-04
#> 176  -2.200202e-03  -8.289703e-04   2.949890e-04   5.074840e-04   2.726130e-04
#> 177   6.589552e-04  -8.907316e-04  -2.022599e-04  -2.591721e-04  -1.067892e-04
#> 178   5.270408e-04  -6.563677e-05   3.301492e-04   6.732410e-05  -1.451846e-04
#> 179   2.526373e-04   6.088940e-04  -8.616629e-05   8.527932e-05  -4.988868e-04
#> 180   4.566722e-05   2.004416e-07   4.017502e-05   1.780217e-04   2.953117e-05
#> 181   1.249570e-04  -1.080401e-03  -5.927263e-04  -1.548549e-04   3.553983e-04
#> 182   1.285144e-03  -4.096192e-04   1.247047e-05   4.773135e-04  -5.172376e-04
#> 183   6.909404e-04   5.442130e-04   3.461650e-04  -1.004338e-04  -1.412651e-05
#> 184   5.190961e-04   1.432939e-04   3.261680e-04  -3.409806e-04   4.260038e-05
#> 185   8.679593e-04   4.457337e-04  -6.671943e-05   1.045617e-03   2.427412e-04
#> 186  -5.542662e-04   8.426162e-04   2.249212e-03   1.169691e-03   4.837629e-04
#> 187   1.760170e-04  -3.031484e-04   9.280785e-04  -3.708872e-04  -5.134125e-04
#> 188  -2.249008e-05  -2.066159e-04   1.944760e-04   7.140133e-04  -6.657056e-06
#> 189  -5.275916e-04   6.028029e-05   7.499416e-05   2.361254e-06  -4.116458e-04
#> 190   4.180342e-05   2.400106e-04  -5.631563e-04   4.162905e-04   2.765379e-04
#> 191  -3.519587e-04  -2.306583e-04   1.672921e-04   1.298766e-04   6.858663e-04
#> 192  -6.320492e-05  -1.476639e-05  -1.488057e-04  -2.298829e-04  -2.062405e-05
#> 193  -9.453434e-04  -9.757476e-05  -1.103979e-03  -1.120689e-03  -6.315334e-04
#> 194  -6.133520e-04  -1.103598e-03   1.013844e-03   7.169416e-04  -4.564089e-07
#> 195  -7.245618e-05  -4.746215e-04  -7.523021e-05  -1.698284e-04  -8.830245e-04
#> 196   1.101767e-04   3.969370e-04  -1.286204e-04   1.638707e-04  -1.088246e-04
#> 197  -5.960426e-04  -1.407150e-05  -3.984185e-05  -3.804809e-04  -1.180308e-04
#> 198   4.245349e-04   3.979014e-04   4.669209e-04   2.479722e-04   3.049445e-04
#> 199   3.220155e-04   4.326912e-04   3.190736e-04   2.623804e-04  -3.311129e-05
#> 200  -1.601821e-03   1.702251e-03  -1.869929e-03  -1.090157e-03  -1.341369e-06
#> 201   7.188248e-04  -8.286319e-04  -5.938436e-04   4.415852e-04   1.247035e-04
#> 202  -1.470149e-03   5.187615e-04   8.113264e-05   1.722133e-03  -1.655560e-03
#> 203  -4.084619e-04  -5.447023e-04   2.402833e-04   3.055910e-04  -3.628095e-04
#> 204   9.762697e-04  -6.500107e-04  -1.105979e-03   2.046993e-04   1.161887e-04
#> 205  -5.375042e-04   4.444193e-04   2.763715e-04  -7.357615e-04  -3.142634e-04
#> 206   5.977856e-04  -2.099348e-04  -1.307018e-04   1.035100e-05  -6.709253e-05
#> 207  -4.477154e-04   1.269897e-04   1.047321e-03   1.924696e-04  -6.997948e-05
#> 208  -1.325214e-04   2.903750e-04   3.773418e-04  -1.682777e-04  -5.871219e-05
#> 209   1.097167e-04   1.055393e-04  -1.740447e-05   2.178361e-04   2.440648e-04
#> 210   4.095978e-04   1.894038e-04   4.627900e-05   1.399957e-04   1.137484e-04
#> 211  -3.552433e-04  -4.014351e-04  -3.095494e-04   4.635515e-04   2.998845e-04
#> 212   1.925839e-04   5.728068e-04  -8.385202e-05   3.880498e-04   2.062231e-04
#> 213   7.246745e-05  -1.059482e-04  -1.034415e-04  -3.583968e-04   4.242629e-04
#> 214   4.033336e-04   1.179229e-03  -4.118143e-04   1.750848e-04   3.822397e-04
#> 215  -6.140487e-04   3.087430e-04   4.499995e-04  -8.185358e-04  -2.051351e-04
#> 216  -1.612972e-04  -3.728236e-05   4.551681e-04  -9.504111e-05   2.183236e-04
#> 217  -7.592722e-04  -4.254683e-04   7.200017e-04   4.788451e-04  -2.090683e-05
#> 218  -4.045354e-04  -7.104491e-05   2.951270e-04  -3.451545e-05   3.596757e-04
#> 219   5.945020e-04   4.675181e-04   4.754649e-04   3.505962e-04  -8.284008e-05
#> 220   3.487138e-04  -7.485115e-04   4.235000e-05   5.732592e-04   7.427882e-04
#> 221  -1.703197e-04  -3.130367e-04   5.104936e-04  -2.747903e-04   1.863435e-05
#> 222   6.565502e-04   1.950556e-04  -1.291326e-03   1.014799e-06  -4.088088e-04
#> 223  -4.490047e-05   9.783899e-04  -1.055007e-03  -7.948227e-04   5.458018e-04
#> 224   7.143771e-04   9.858706e-04  -8.777064e-04   8.071044e-04   6.778298e-04
#> 225   4.696415e-04  -1.012448e-03   1.070792e-03  -9.164071e-04  -3.481085e-04
#> 226   7.782569e-05  -1.881125e-04  -1.739367e-04   4.926210e-04  -1.167404e-04
#> 227  -6.823025e-05  -4.446370e-05  -1.840353e-04   1.243416e-04   6.732139e-04
#>     pca_factor_211 pca_factor_212 pca_factor_213 pca_factor_214 pca_factor_215
#> 1    -1.007908e-04   3.026472e-04   4.873313e-05   1.528232e-04  -9.627762e-05
#> 2    -1.693671e-04   1.555140e-04   2.755780e-04   5.051165e-05  -2.209656e-04
#> 3     2.187955e-04   7.616931e-04   5.782473e-04   9.730206e-04  -3.269466e-04
#> 4    -5.900585e-04   1.443150e-04  -8.248354e-04  -2.803188e-04  -3.566867e-04
#> 5     8.805113e-05  -2.394113e-04   1.790033e-04  -4.588106e-04  -5.776264e-05
#> 6     3.017635e-04   5.109468e-05  -1.508575e-04  -1.078477e-04   4.933810e-05
#> 7     4.684640e-04  -1.660597e-04  -2.120699e-04   2.810664e-04  -1.576026e-04
#> 8    -1.526733e-04  -3.140401e-04  -1.627061e-04  -2.289601e-04   3.317533e-05
#> 9     5.712151e-04  -3.971759e-04   9.967180e-05   8.097808e-05   4.258416e-04
#> 10   -3.024560e-04   2.813757e-04  -4.937546e-05  -1.301579e-04   6.315917e-05
#> 11   -4.350235e-04  -2.821357e-04   5.961340e-04  -1.690021e-04  -1.336902e-04
#> 12   -4.782747e-04  -2.139312e-04   4.568683e-04  -2.673622e-04  -3.801635e-04
#> 13    3.245104e-04   4.473005e-04  -5.718317e-04  -5.024797e-04  -2.965244e-04
#> 14    5.911994e-04   2.077311e-04   1.490758e-04  -5.332008e-04   2.116945e-04
#> 15   -6.199969e-04  -8.460000e-04  -3.752878e-04   7.383762e-04   2.626067e-04
#> 16   -4.544318e-04  -7.112527e-05  -1.027635e-04   2.938966e-04   6.738736e-04
#> 17    1.592656e-04  -2.976325e-04  -2.087397e-04  -2.495409e-04  -1.497875e-04
#> 18   -5.061471e-04   6.405494e-04   2.981159e-04   2.931109e-04   1.497581e-04
#> 19   -2.879458e-04   1.544659e-05   1.196410e-04   1.160446e-04   9.371474e-05
#> 20    1.162140e-03   1.256469e-04   4.499447e-04  -8.881574e-05   5.047451e-05
#> 21   -1.626267e-04  -3.095100e-04  -1.702277e-04  -3.086275e-04  -5.334760e-05
#> 22    1.316968e-04  -4.761980e-04   6.604016e-05   3.092138e-04  -1.136129e-04
#> 23   -1.275076e-05  -7.001940e-05  -8.360891e-05   6.699542e-06  -5.039943e-05
#> 24    3.884394e-05  -8.875736e-05   2.384123e-04  -5.809517e-06  -4.378813e-04
#> 25    7.339849e-05   9.701755e-05  -3.030578e-04  -1.006023e-04   4.350763e-05
#> 26   -6.820347e-05  -6.189160e-04   3.676214e-04   1.300512e-05  -8.173024e-04
#> 27    5.440564e-04   4.021445e-04   1.178317e-04   1.084704e-03  -1.154152e-04
#> 28    4.768278e-05  -7.900243e-04  -3.483019e-04  -6.412949e-04   4.251924e-04
#> 29   -6.877248e-04  -1.630578e-04   7.253005e-04   8.750505e-04   1.853074e-04
#> 30   -4.522994e-04  -7.700127e-04   5.899355e-04   2.457231e-05   7.971625e-05
#> 31   -7.736807e-06   2.484015e-04   4.655569e-04   4.561067e-05   6.780045e-05
#> 32    8.235992e-04   3.312508e-04   6.588931e-04  -9.358670e-05   5.077024e-05
#> 33   -1.581894e-04  -2.428313e-04   1.439206e-04  -2.481238e-04   3.048370e-04
#> 34   -4.316240e-04   4.863365e-05  -5.525714e-05   1.634215e-04  -9.414212e-05
#> 35    1.755881e-04  -3.950970e-04   2.547384e-04   4.035502e-04   2.974380e-04
#> 36   -1.497129e-04   6.881604e-04  -1.847384e-03   1.606949e-04   1.487124e-03
#> 37   -5.648487e-05   1.403955e-04   6.067800e-05  -2.482397e-05   2.357914e-05
#> 38    1.665720e-04  -4.961558e-04  -4.892141e-04  -6.751598e-05  -8.070851e-05
#> 39    4.450728e-04   4.161742e-04  -2.635468e-04   4.736029e-05   1.297126e-04
#> 40   -3.019992e-04   4.121360e-04  -1.968110e-04   1.624416e-04   4.612908e-04
#> 41    1.520626e-05  -5.323291e-05  -3.585472e-05  -2.947174e-04   6.523239e-05
#> 42    3.774436e-04  -2.718042e-04  -8.238273e-05   2.283453e-04  -2.047935e-04
#> 43    3.492153e-04  -4.792055e-04   1.387444e-04   1.072507e-04  -1.726067e-04
#> 44   -8.373144e-04   4.735566e-04  -3.907387e-05  -7.547118e-05  -4.340346e-04
#> 45    1.082522e-04   4.978818e-04  -3.940346e-04  -9.308024e-05  -4.093656e-05
#> 46    4.212850e-04  -4.801603e-05  -1.871028e-04   7.848030e-04  -1.228752e-04
#> 47   -4.733856e-04   1.361640e-03   9.387524e-04  -1.002241e-04   1.008982e-03
#> 48   -1.317535e-04  -1.748272e-05   5.364083e-04   2.715711e-04  -2.171518e-04
#> 49   -1.874373e-04  -7.222391e-05  -5.352872e-05   1.826284e-04   1.624042e-04
#> 50   -4.133233e-04  -6.703529e-05   3.938876e-04  -1.919196e-04  -6.389322e-05
#> 51    1.752147e-05   1.555561e-05  -1.998315e-04  -1.182952e-04  -1.870030e-04
#> 52   -1.145658e-04   5.999850e-07   2.078895e-04   1.628613e-04   2.634009e-04
#> 53   -7.275180e-05  -1.334565e-03  -2.217021e-04  -1.270088e-03  -5.029458e-04
#> 54    2.568989e-04   2.852328e-04  -3.394030e-04   3.603288e-04   2.133452e-04
#> 55   -4.556355e-04   3.278970e-05   1.754329e-04   3.058914e-04   1.002291e-04
#> 56   -8.757166e-05  -4.980344e-06  -7.377305e-05   1.332260e-04   1.133584e-04
#> 57   -1.056651e-04  -7.228187e-04   4.905218e-04  -1.638845e-04  -5.661493e-04
#> 58    2.092852e-04   2.347081e-04   2.741230e-04   1.792107e-04  -2.243328e-04
#> 59   -5.688958e-04  -6.426083e-06   2.611544e-04  -2.387420e-04  -1.302557e-04
#> 60    1.179620e-04  -6.811437e-04  -2.042202e-04  -3.619369e-04   3.149842e-05
#> 61   -5.754848e-04   5.447579e-04  -2.779328e-04   1.882887e-05   5.634265e-04
#> 62   -5.487317e-04   1.219403e-04   3.681097e-05   8.557910e-05   4.547374e-05
#> 63    3.653201e-04   8.555050e-05   2.156202e-05  -5.091126e-05   2.373135e-04
#> 64   -9.645217e-05  -7.636877e-05  -4.039100e-04  -7.871066e-05   5.389078e-04
#> 65    2.291095e-04   5.460091e-04  -2.505198e-04   1.158667e-04  -5.269682e-04
#> 66   -4.412626e-04  -1.032488e-04   2.728357e-05  -6.378753e-04   3.762330e-04
#> 67   -5.379543e-04  -2.595161e-04  -9.012726e-06   8.413886e-05   6.873944e-05
#> 68    1.738188e-04  -3.172763e-04  -1.222658e-04   2.945099e-04   3.696284e-04
#> 69   -1.711178e-04   2.432800e-04   1.493957e-04   7.508979e-05  -4.908849e-05
#> 70    3.309679e-04   2.247845e-04  -1.344590e-04   1.400302e-04   1.059141e-04
#> 71   -4.435684e-04   1.158294e-04   1.496772e-04   1.222410e-04   1.101011e-04
#> 72    1.485358e-04  -1.317104e-04  -1.017309e-04   2.196096e-04  -4.307011e-05
#> 73   -8.805035e-05  -2.626197e-04   2.249821e-04   1.378810e-05  -4.825741e-05
#> 74   -4.685940e-04   2.283294e-04   1.670700e-04  -2.550677e-04  -3.404771e-04
#> 75    2.449501e-04   2.925405e-04  -3.368172e-04  -3.219313e-04  -6.460349e-05
#> 76    3.831966e-04  -4.068370e-06   3.800565e-04   4.297728e-04  -5.701416e-05
#> 77    3.751270e-04  -1.904117e-05   2.207429e-04   5.865909e-04   1.288004e-04
#> 78   -3.862240e-04  -2.224291e-04   3.134032e-04   2.499962e-04  -3.456144e-05
#> 79    6.971693e-04  -3.890527e-04  -1.414048e-04  -2.743173e-05  -3.019787e-05
#> 80   -1.595101e-04  -4.112163e-04   3.839904e-04  -2.119076e-04   3.807419e-05
#> 81    2.844931e-05   5.615761e-05   8.054205e-05   4.296391e-05  -1.368182e-05
#> 82    1.096217e-04   4.045886e-04  -1.922310e-04  -8.780696e-05   9.520442e-05
#> 83   -7.382568e-05   2.844151e-04   1.440351e-04   6.876891e-05   1.713978e-04
#> 84   -5.014158e-04   5.140378e-04  -4.667140e-04  -1.042200e-03   1.236189e-03
#> 85   -5.780253e-04   4.557198e-04   8.255909e-04   1.433005e-04  -1.034737e-04
#> 86    6.306229e-04   7.459137e-04  -3.401485e-04  -9.808635e-05  -3.044435e-04
#> 87   -1.710342e-04  -9.921839e-05   2.983258e-04   2.300204e-04   4.358096e-04
#> 88   -4.261123e-04  -3.534438e-04   8.494889e-04   6.529287e-04   2.214008e-04
#> 89   -5.115865e-05  -1.716343e-04   9.361961e-04  -1.931241e-04  -8.537005e-05
#> 90    1.402333e-04   9.405676e-05  -9.744212e-05   1.594712e-04   1.582140e-04
#> 91   -1.079324e-03   1.330313e-03  -2.519632e-04   3.487946e-04  -1.270415e-03
#> 92    1.746701e-04  -1.217250e-04   1.841263e-04  -1.702596e-04  -2.383426e-04
#> 93   -1.997864e-04   1.264071e-04   2.722576e-04   8.331542e-06  -6.344453e-06
#> 94   -1.842631e-04  -4.408335e-04   4.607263e-04   1.213351e-04  -1.589709e-04
#> 95   -4.580555e-04   2.064386e-04   8.298756e-05   2.895138e-04   8.718256e-05
#> 96    4.723548e-04  -4.440256e-04  -7.045229e-05   6.920897e-04   2.233629e-04
#> 97   -4.466331e-05  -2.946255e-04   4.273885e-04  -3.405848e-04  -4.391474e-05
#> 98    1.114884e-04   6.661006e-04  -4.152708e-05   1.066527e-05  -1.332792e-04
#> 99    2.074792e-04   1.127374e-04   8.318573e-05  -1.455880e-04   1.086068e-04
#> 100   4.196560e-04   7.729286e-05  -8.588435e-05   7.001631e-04  -4.543227e-04
#> 101   7.893413e-05   2.500207e-04  -1.396558e-04   4.105684e-06   1.146456e-04
#> 102   2.850338e-05  -6.250768e-05  -1.372101e-04  -3.921270e-04  -5.410052e-05
#> 103  -3.864153e-05   7.793516e-04  -3.212111e-04   2.386724e-04   8.347585e-05
#> 104  -4.539746e-04  -2.059591e-05  -3.386042e-04   9.642953e-04  -2.028796e-04
#> 105   7.070376e-04  -6.615993e-04  -2.369051e-04   2.686286e-04  -2.844001e-04
#> 106   2.414214e-05  -2.292366e-04  -5.784010e-04  -1.852389e-04   1.068561e-04
#> 107   5.400489e-04  -1.853924e-04  -1.058242e-04  -1.737552e-04  -1.928057e-04
#> 108   2.534659e-04   1.716205e-04   6.226120e-04   5.125536e-05   3.673000e-04
#> 109  -1.597124e-04   9.662888e-05  -1.722574e-04   9.738945e-05  -7.018349e-05
#> 110  -2.330231e-04  -3.472996e-04  -4.271382e-05  -4.760735e-04   3.655135e-05
#> 111  -6.074266e-04  -9.041930e-05   3.789080e-04  -1.590840e-04   4.004090e-05
#> 112  -7.826010e-04   6.048035e-04   3.440530e-04  -1.927675e-04  -2.967665e-04
#> 113   3.578378e-04   3.704781e-04  -2.484159e-04  -3.044802e-04  -4.609110e-05
#> 114   9.866636e-04  -2.373443e-04   6.480208e-04   2.479507e-04   1.720306e-05
#> 115  -4.523979e-04  -4.614067e-04  -2.799526e-04   3.133968e-04  -3.147517e-04
#> 116   5.899744e-04   3.698108e-04  -3.646741e-04   7.641018e-05  -1.338437e-04
#> 117  -2.184716e-04   5.556874e-06   1.018355e-04  -3.844043e-04   1.028203e-04
#> 118  -8.871752e-04   1.251722e-04  -1.992883e-04  -5.310733e-04   7.178062e-05
#> 119  -4.553216e-04  -1.925565e-04   6.338984e-04   9.199661e-05   3.137570e-04
#> 120  -4.286032e-05   3.694776e-04  -1.920395e-04   3.732694e-05   7.862482e-05
#> 121  -9.890524e-05   3.173561e-05  -8.238621e-05   2.411356e-04   4.020304e-04
#> 122   1.404275e-04  -2.826888e-04  -8.853104e-04   1.364469e-04  -2.059071e-04
#> 123  -1.290216e-04  -1.077295e-04   1.070446e-04  -7.783192e-05   1.000615e-05
#> 124   6.859450e-04  -1.036289e-03   3.178773e-04  -6.309509e-04   1.425076e-03
#> 125   4.543823e-04  -1.772511e-04  -1.579223e-04   2.620861e-04   3.030592e-04
#> 126  -1.507462e-03  -4.253076e-04  -1.476008e-04  -1.824373e-04  -1.751868e-05
#> 127  -2.521560e-04  -1.338729e-04  -1.163150e-04   2.183085e-04   5.939896e-05
#> 128   2.557348e-04   3.055091e-05  -7.457675e-05  -9.573214e-05  -3.432897e-05
#> 129   1.393133e-04  -7.913437e-05  -3.176321e-04  -1.484182e-04   2.789969e-04
#> 130   5.731621e-04  -1.495641e-04  -3.606680e-04   1.555324e-04   1.739735e-04
#> 131   2.132367e-04  -4.010237e-05  -2.763551e-05  -2.619835e-04  -1.511790e-04
#> 132  -3.333474e-04   3.006037e-04  -4.075639e-05  -2.828523e-04  -1.162538e-04
#> 133  -2.568814e-04  -2.914475e-04   2.070666e-04  -6.132124e-05   1.339580e-05
#> 134  -2.787951e-04  -3.537908e-04  -1.076882e-03   9.543108e-04  -6.099946e-05
#> 135   2.767234e-04   1.391796e-03  -1.845863e-04  -2.891459e-04   8.105532e-04
#> 136   1.733788e-04   2.164101e-04  -3.159956e-04  -6.398326e-04  -4.438323e-05
#> 137  -3.020083e-04  -3.716875e-04   2.580485e-04  -3.295293e-04  -1.123834e-04
#> 138  -7.113532e-04  -3.143556e-04   8.192252e-05  -4.436419e-04   3.020987e-04
#> 139   4.601176e-04   3.177882e-04  -3.160920e-04   3.979937e-04   2.380314e-04
#> 140  -1.601431e-04  -1.457965e-04   3.448843e-04   2.086992e-05  -2.540411e-04
#> 141  -1.947513e-05  -3.992052e-04  -1.687510e-04   1.496221e-05   1.087518e-04
#> 142   6.770964e-05   1.226571e-04   1.940583e-04   2.919830e-05  -2.416263e-04
#> 143   1.497208e-04  -2.633413e-04  -2.978916e-04  -1.481577e-04   1.689993e-05
#> 144   5.410655e-04   2.241486e-04  -1.526292e-04  -7.275386e-04  -7.462451e-04
#> 145   5.562307e-05  -2.918366e-04  -1.978928e-04  -1.773103e-04  -1.667500e-04
#> 146   4.868998e-05   1.332365e-05  -3.342554e-05  -5.789328e-05   2.288916e-05
#> 147   5.758461e-04  -3.561763e-05  -3.304112e-04   1.908640e-04  -2.481896e-04
#> 148   1.075145e-04   1.538020e-04   6.306628e-05  -1.181022e-04   1.539251e-04
#> 149  -3.623204e-04   6.207100e-04   1.329857e-04  -9.981662e-05  -1.298497e-04
#> 150  -5.156448e-04  -1.868414e-04   6.670604e-04   9.274224e-05   2.464851e-04
#> 151  -4.410663e-05  -1.018466e-04  -9.456345e-05   1.382904e-04   4.213088e-05
#> 152   1.836673e-04  -5.648903e-04  -3.307118e-04   3.206097e-05   2.269849e-04
#> 153   1.311759e-04  -2.945826e-04  -8.420999e-05   1.422540e-04   1.210831e-04
#> 154   2.368128e-04  -1.663268e-04   1.894770e-04   8.373272e-04   7.129914e-04
#> 155   1.617341e-04  -1.815638e-05   3.132232e-05   3.403234e-04   1.932252e-05
#> 156  -3.167977e-04  -2.210664e-04   3.604633e-04  -1.786184e-05  -7.609280e-05
#> 157  -2.295851e-04   9.376849e-05   3.965475e-04   4.326086e-05   1.159110e-04
#> 158  -3.017784e-05   1.155983e-06  -9.036080e-05  -3.108190e-05   4.510428e-06
#> 159   1.081592e-04   4.865648e-04  -3.153233e-05   4.476492e-04   2.186841e-04
#> 160   2.257798e-04   3.171320e-04  -4.862372e-06  -9.830805e-05   1.322102e-04
#> 161  -8.582977e-04  -4.784881e-04  -9.097120e-04  -2.601208e-04  -3.699309e-04
#> 162  -3.613507e-05   2.755611e-04  -2.421025e-04   5.908241e-04   7.852655e-05
#> 163   1.602927e-04   2.906435e-04   1.456606e-04   9.284561e-05   1.231387e-04
#> 164   3.764911e-04   3.089352e-04  -2.713230e-04   5.622723e-05  -6.663199e-05
#> 165   2.635204e-04  -1.521519e-04  -1.220167e-04   1.632238e-04  -7.405920e-05
#> 166   3.896921e-04   1.158203e-03   2.456378e-05  -1.671101e-04  -5.858030e-04
#> 167  -2.762374e-04  -5.328110e-05   2.388099e-04  -1.796820e-04  -7.502706e-05
#> 168  -6.121013e-04   3.011334e-04  -4.329772e-04  -6.634032e-05  -6.143388e-04
#> 169  -3.434563e-05   1.396275e-04   1.014771e-04   2.429621e-04   4.352189e-04
#> 170   9.117534e-05   9.644528e-05  -8.945275e-04   6.133056e-05  -1.421494e-04
#> 171  -7.995109e-05  -1.816151e-04  -1.846933e-04   2.087743e-04  -3.665210e-04
#> 172  -2.788356e-04  -4.177671e-04   3.875560e-04  -2.193050e-04  -3.540828e-05
#> 173   5.406848e-04   3.651613e-05  -2.551544e-04  -1.780610e-05  -2.107655e-04
#> 174   9.565432e-05  -2.681515e-05  -7.748127e-07  -4.012674e-05   2.347658e-04
#> 175  -1.260519e-04   5.355257e-05   2.347807e-04  -1.057230e-04   5.231381e-04
#> 176   4.212291e-04  -3.564988e-04  -3.735265e-05   5.817260e-04  -4.028843e-04
#> 177   4.434670e-04   5.718284e-04   2.844388e-04  -6.028958e-05  -4.510466e-04
#> 178  -1.037212e-04   2.239891e-04  -2.970410e-05   7.529775e-05  -5.045566e-05
#> 179  -5.436017e-04  -9.400854e-04  -2.894881e-04   7.024128e-04   4.152034e-04
#> 180   1.043647e-04  -2.253934e-04  -1.033305e-04   5.003417e-05  -1.220134e-04
#> 181   4.251940e-04  -3.676787e-05   5.125047e-05   4.051033e-04   3.487573e-04
#> 182   3.145412e-04   1.145506e-03   3.399111e-04   2.667089e-04  -6.968657e-04
#> 183  -4.872580e-04  -1.884359e-04   5.409820e-04   2.196388e-04   1.392196e-04
#> 184  -1.755968e-04   1.541818e-04   2.049744e-04  -1.004003e-04   3.529581e-05
#> 185   1.323197e-03   1.707086e-04  -2.387981e-04  -1.698960e-04  -1.042752e-04
#> 186   5.425092e-04   3.402156e-04  -6.397993e-04   2.612407e-04  -1.534895e-04
#> 187  -1.904702e-04   8.322127e-07   3.398400e-04   4.416665e-04  -3.614319e-04
#> 188  -7.175215e-05   2.645794e-04   1.997691e-04   8.433881e-06   5.866141e-05
#> 189   1.215356e-04   2.157744e-04   2.031933e-04   4.629754e-06  -5.154392e-05
#> 190  -1.681568e-04   2.545257e-04  -2.456281e-04  -2.668668e-04  -1.453574e-04
#> 191   3.676208e-04   7.126507e-05   1.689970e-04  -3.501646e-04   1.224616e-04
#> 192   1.607582e-04  -2.346281e-04  -1.900446e-05  -4.747493e-05   1.275628e-04
#> 193   1.319877e-03  -8.168436e-04  -9.242819e-05   2.487893e-04  -6.122109e-04
#> 194  -9.957339e-04  -1.379881e-06  -7.611498e-04  -3.124776e-05  -3.358883e-04
#> 195   2.133902e-05  -3.110667e-06   1.367670e-04   4.846844e-05  -3.236243e-04
#> 196   4.901424e-05  -2.864504e-04  -1.866109e-05   2.806548e-04   1.173608e-04
#> 197   1.047884e-04   7.469595e-06  -8.417646e-05   2.853452e-06   5.862252e-05
#> 198   1.555150e-04   1.957659e-04  -6.093013e-05   6.808884e-05   1.828369e-04
#> 199   4.205014e-04  -2.945267e-04  -3.034645e-04   3.708335e-05   4.559569e-05
#> 200   4.468960e-04   5.759471e-04  -8.099410e-04  -8.442489e-04  -2.028324e-04
#> 201   6.078089e-04   1.197459e-04   2.475921e-04  -1.052843e-04   6.995842e-05
#> 202   4.591056e-04   6.628124e-04   1.513927e-03  -1.123639e-03   2.981188e-04
#> 203   3.149567e-04  -6.931463e-04  -1.016994e-03  -1.880054e-04   7.657039e-05
#> 204  -1.215165e-04  -1.931745e-04   1.292294e-04  -1.343592e-04   2.395808e-05
#> 205  -6.890400e-05  -1.131837e-04   2.525422e-05   2.221876e-04  -1.021787e-04
#> 206  -2.189378e-04  -1.188371e-04  -4.387983e-05  -7.133008e-05  -7.773378e-05
#> 207  -7.101476e-04   2.345323e-04  -8.885640e-04  -3.203643e-04  -1.823507e-04
#> 208   9.645982e-05   1.705794e-04   2.481275e-05   2.338580e-04   6.514096e-05
#> 209   1.771234e-04   1.000656e-04   1.056686e-04  -3.421560e-04   1.958317e-04
#> 210   9.850177e-05  -1.252337e-04  -1.442264e-04  -1.447454e-04  -1.921399e-05
#> 211  -5.532321e-04   3.382114e-04   4.111892e-04  -3.405121e-05  -1.399431e-04
#> 212   3.993507e-04   3.817491e-05   8.593234e-05   8.779348e-05  -8.062014e-05
#> 213   9.194881e-05  -9.130504e-05  -1.133185e-04  -4.558058e-04  -4.178091e-05
#> 214  -9.243319e-05  -2.068195e-04   6.407152e-04   1.031271e-04  -5.751249e-04
#> 215  -3.366955e-04  -1.525384e-04  -1.457896e-04   1.511511e-05  -3.344637e-05
#> 216   3.019147e-04   1.060342e-04   1.819967e-04   1.314011e-04   9.567158e-05
#> 217  -1.646774e-04   3.765060e-04  -5.247334e-04  -1.037572e-04   2.128868e-04
#> 218   1.318029e-04   9.569799e-05   2.939747e-04  -5.416642e-04   2.465454e-04
#> 219   2.672163e-04   1.175320e-04   2.666634e-04  -6.442433e-04   1.913403e-04
#> 220   1.089384e-04   1.744576e-04  -5.379371e-04  -1.136319e-03  -8.277233e-04
#> 221   6.622675e-04  -4.715762e-04   1.533674e-04   7.738006e-05  -3.495913e-04
#> 222  -3.770251e-04  -5.890433e-04  -5.012606e-04   4.676944e-04  -3.629229e-04
#> 223   8.175481e-04  -3.092988e-04   7.911459e-04  -4.157204e-04   4.250490e-04
#> 224  -3.007699e-04   3.661788e-04   4.873502e-04  -3.529795e-04  -4.785612e-04
#> 225   1.367858e-04  -1.003125e-03   4.260973e-04  -5.673820e-04  -3.730355e-04
#> 226   4.859154e-04  -1.563315e-04  -6.586955e-05  -1.856720e-04  -1.597789e-04
#> 227  -1.215983e-03  -5.275789e-04  -6.660583e-04   1.484790e-04   8.488690e-05
#>     pca_factor_216 pca_factor_217 pca_factor_218 pca_factor_219 pca_factor_220
#> 1     2.557918e-04   2.259651e-04   1.926635e-04  -1.087614e-06   9.179728e-05
#> 2     1.196059e-04  -2.683465e-05  -1.018192e-04   7.629508e-05   8.625351e-05
#> 3    -5.153416e-05  -2.427039e-04   8.433062e-04  -5.688865e-04  -3.327618e-04
#> 4    -2.736934e-04   1.649782e-04   1.112468e-04   4.228612e-05  -1.759042e-04
#> 5    -4.672789e-06   5.297835e-06  -2.595331e-04  -8.156397e-05  -3.094585e-04
#> 6     2.766367e-05  -1.862317e-04  -1.474961e-05  -1.575735e-04   1.091648e-04
#> 7    -2.104354e-04  -1.483996e-05  -2.590844e-05  -1.581856e-04   1.200101e-04
#> 8     3.785658e-05  -2.660543e-05   3.691950e-04   8.514638e-05   1.093339e-04
#> 9    -1.509857e-04  -2.935283e-04  -1.315054e-04   1.482794e-04   2.157295e-04
#> 10    1.317114e-04  -4.010927e-05  -3.533397e-04  -2.009334e-04   1.666428e-04
#> 11   -3.758149e-06  -6.406446e-05  -1.592231e-04   1.122293e-04   2.391746e-04
#> 12   -1.646440e-04  -1.712456e-04   9.385435e-05  -6.002352e-05  -5.730442e-05
#> 13    1.438334e-04   1.698775e-05   1.641471e-04  -1.978280e-04  -1.553713e-05
#> 14   -1.310098e-04  -3.933172e-04  -1.969366e-04   1.489664e-04  -3.502659e-04
#> 15    9.169630e-04  -1.918473e-04   1.002198e-04  -3.346111e-04   1.212900e-04
#> 16    1.243275e-04  -8.449738e-05  -2.071758e-04  -8.772648e-05  -4.475987e-05
#> 17   -3.200885e-05  -8.457873e-05   4.408876e-04  -2.429891e-04   9.905946e-06
#> 18    2.199951e-04   2.376564e-04  -5.271764e-04  -1.387285e-04  -3.386260e-05
#> 19   -2.938920e-05   2.001241e-04   5.525546e-05   1.283448e-04  -2.474451e-05
#> 20   -1.399307e-04  -4.650266e-04  -9.314804e-05  -1.673073e-05  -1.549313e-04
#> 21    5.869317e-04  -2.211948e-04  -5.306155e-05  -2.160137e-04  -1.593304e-05
#> 22    1.458360e-04  -3.210463e-05   1.995858e-04   3.543326e-04  -7.945347e-05
#> 23    1.372542e-04  -8.123754e-05   7.722741e-05  -1.570105e-04   1.630099e-04
#> 24   -2.189637e-04  -1.287511e-05  -1.287112e-04   3.973671e-05   2.707694e-05
#> 25   -2.293633e-04  -4.906515e-04  -2.280733e-04  -6.680172e-05   1.682442e-04
#> 26   -2.601946e-04   2.600345e-04   7.730251e-05   6.665584e-04  -1.448935e-04
#> 27   -1.464746e-04  -5.314194e-05   2.318317e-04  -3.256879e-04  -2.739152e-04
#> 28   -5.115196e-04   2.101360e-04   1.184460e-04  -4.758754e-04  -2.246535e-04
#> 29   -3.494986e-04  -1.809241e-04   6.905718e-04  -6.438806e-04  -1.466852e-04
#> 30   -1.195051e-04   1.694941e-04  -6.559090e-05   1.595112e-05  -1.091429e-04
#> 31   -8.934376e-04   3.828879e-04  -2.504133e-04   2.446561e-04  -1.882960e-04
#> 32   -2.266832e-04  -9.189429e-06   1.780839e-06   1.188606e-04   7.016406e-05
#> 33   -8.064044e-06  -1.433066e-04  -9.569095e-05  -3.390159e-04  -4.804366e-06
#> 34    1.401186e-04   1.510556e-04  -1.613936e-04   2.845420e-04  -1.285892e-04
#> 35   -1.973298e-04   7.067396e-04  -3.187908e-05   1.032023e-04   2.035861e-04
#> 36   -4.158952e-04   7.257461e-05  -1.941451e-04  -3.474597e-05  -2.230960e-04
#> 37   -2.950656e-05  -2.356049e-05   2.254594e-05   7.218401e-05   1.530680e-05
#> 38   -2.284799e-04  -5.292644e-05   3.808671e-04   3.908528e-04  -1.662193e-04
#> 39    1.910693e-04   2.991894e-04   4.384312e-05   2.751003e-05  -1.963690e-04
#> 40   -1.025291e-04   2.408974e-04  -2.850235e-04  -1.552401e-04  -1.353098e-04
#> 41    2.151322e-04  -6.061262e-05   3.058866e-04  -4.052515e-05  -5.503358e-05
#> 42    4.777587e-05  -1.328300e-04   8.457612e-05   3.291875e-04   6.892720e-06
#> 43    6.344406e-06   1.538916e-05  -1.404865e-04  -3.852885e-06  -7.144624e-05
#> 44    1.469554e-04   2.588885e-04  -1.568113e-05  -1.391516e-04  -2.191798e-04
#> 45    4.742026e-04   4.035585e-04  -2.953234e-04  -1.269836e-04   1.321659e-04
#> 46    1.558472e-04  -3.148669e-04  -1.240275e-04   3.427220e-04  -7.838890e-05
#> 47   -4.635871e-04   9.132959e-05   8.285077e-04   6.283355e-04   5.780940e-05
#> 48    2.144650e-04   1.989243e-05  -9.528314e-06   2.850872e-05   1.956468e-04
#> 49   -2.686392e-06   9.653214e-06   6.036649e-08   8.723327e-05   7.840684e-06
#> 50   -3.411215e-04  -1.700468e-04   2.466995e-04   9.618344e-07   4.356558e-05
#> 51    3.369089e-04  -3.010997e-04  -1.548761e-05  -1.602693e-04  -7.820249e-05
#> 52    2.178685e-04  -5.355213e-06  -7.101161e-05  -1.392721e-04  -8.822496e-05
#> 53    2.833692e-04   3.727746e-04  -2.760208e-04   4.895154e-04   2.431333e-04
#> 54    4.718793e-04   1.533315e-04  -3.102153e-04   5.431583e-04   1.164377e-05
#> 55   -1.467462e-04   1.995937e-04   2.059608e-04  -2.697673e-04  -1.363791e-04
#> 56    1.369845e-04   6.116252e-05   1.667092e-04   5.890790e-05   1.441287e-04
#> 57   -2.622398e-04   3.760582e-04  -7.373996e-05  -2.300847e-04  -1.314479e-05
#> 58    8.351415e-04   2.250231e-04  -1.898628e-04  -7.685441e-05  -7.668537e-04
#> 59   -3.708363e-04  -5.094758e-04   3.657067e-05   1.506657e-04  -1.841125e-05
#> 60   -2.835023e-04  -4.560990e-04  -7.078864e-04   3.211753e-04   3.459617e-04
#> 61   -2.825438e-04  -2.284721e-05  -2.520093e-04  -1.540381e-04  -1.813038e-05
#> 62   -2.692129e-04  -4.372634e-05  -4.439379e-05   1.701544e-04  -4.192785e-05
#> 63   -1.850384e-04   3.123001e-05   1.184270e-04  -1.126989e-04  -3.810517e-05
#> 64   -2.228132e-04  -1.316774e-05   2.067436e-04   9.143278e-05   1.006012e-04
#> 65    2.519223e-04  -6.410488e-05  -3.138635e-04   1.754670e-04   9.250300e-05
#> 66    5.301518e-04  -5.661299e-04   3.252059e-04   2.323447e-04  -1.736258e-04
#> 67   -1.935104e-04   6.190860e-04  -3.592166e-05   1.771757e-04  -1.301027e-04
#> 68   -6.488982e-05   8.232908e-06  -1.438749e-04   2.726836e-04  -1.591928e-04
#> 69   -1.592110e-04  -1.971078e-04  -2.347301e-04   1.467463e-04   4.492335e-05
#> 70    1.788072e-04  -1.249569e-04  -4.665617e-05  -3.259106e-05   6.386256e-05
#> 71    2.560560e-04   8.648500e-05   1.393225e-04   1.810629e-04   6.753727e-05
#> 72    2.564227e-04  -4.624340e-05   1.246793e-04   1.695685e-04   8.415515e-05
#> 73   -8.495120e-05   3.323354e-05   1.217699e-04  -5.469317e-05  -1.989173e-04
#> 74    2.934915e-04  -2.217070e-04   1.091453e-04  -2.016829e-04   2.197666e-05
#> 75    1.099541e-04   1.735003e-04   1.893008e-04   9.676513e-05   9.193897e-05
#> 76    4.569619e-05   3.479251e-04   6.737060e-04  -1.470658e-04  -3.123361e-04
#> 77   -2.573003e-04   5.487773e-04  -2.183616e-04   6.681650e-05   1.374471e-04
#> 78   -1.876228e-04   1.734891e-04   1.865777e-05   8.686759e-05   3.839097e-05
#> 79   -3.238532e-04   1.866449e-04  -7.586300e-05  -3.730231e-04   3.031122e-04
#> 80   -2.761021e-04  -4.398647e-05   1.792388e-04  -1.255421e-04  -7.230963e-05
#> 81    4.626212e-05  -2.591761e-05   5.389894e-05   7.544782e-06  -1.149217e-05
#> 82   -1.657752e-04   4.847419e-05  -9.690860e-05   2.602517e-05  -1.138773e-04
#> 83    1.408130e-04   8.728291e-05   1.639905e-04   7.859398e-05   2.231121e-04
#> 84    5.619527e-05   4.608651e-05   3.251878e-05   6.312132e-05   1.664091e-04
#> 85    3.072640e-04  -7.739383e-05  -4.183462e-04  -6.155191e-05   2.500623e-04
#> 86    4.988272e-04   2.639412e-04   6.453788e-04  -1.092764e-04  -1.947547e-04
#> 87   -3.817775e-06  -2.303370e-04   6.484538e-05   1.187667e-04  -1.863420e-04
#> 88    2.526712e-04  -2.703792e-04  -3.748967e-04  -8.889024e-06  -3.404259e-05
#> 89   -1.676730e-04  -8.891562e-05  -5.083571e-04  -3.728521e-04  -4.249427e-05
#> 90    1.333715e-04  -2.875124e-05  -2.102005e-05   3.201238e-05  -7.017871e-06
#> 91   -2.690885e-04  -3.567633e-04   1.202360e-04   1.459192e-04  -4.005374e-04
#> 92    2.665188e-05  -5.011409e-05   1.893586e-04   4.450640e-05  -1.885176e-06
#> 93   -2.795272e-04   9.046950e-06   4.198870e-05   7.873965e-06  -9.040942e-05
#> 94    6.551504e-05  -2.319825e-04   6.078293e-05  -5.378772e-05  -1.242098e-04
#> 95    1.716471e-05   4.070724e-04   8.619968e-05   2.045320e-04   1.485162e-04
#> 96    2.174910e-04   2.408949e-04   3.801901e-05  -9.590147e-05  -2.362791e-04
#> 97   -5.534758e-04   1.309054e-04  -4.306012e-04   2.982861e-05  -3.617458e-04
#> 98   -1.878947e-04  -2.034529e-06   4.598305e-05   1.520279e-04   9.413151e-05
#> 99    5.265048e-05  -1.572751e-05  -1.608987e-05   9.461013e-05  -7.242066e-05
#> 100  -6.824865e-04   4.589624e-04  -2.986784e-04  -3.115500e-04   1.833530e-04
#> 101  -4.204201e-05   8.099926e-05  -7.278902e-05  -3.762488e-04  -1.101653e-04
#> 102  -3.359317e-04  -4.807710e-04  -1.065291e-04   7.944710e-06  -1.895755e-04
#> 103  -7.760903e-05  -2.756996e-04  -4.909210e-04   2.429710e-05   1.446865e-04
#> 104  -1.452126e-04   5.731582e-04   1.973930e-04  -4.436883e-05   3.708840e-04
#> 105  -2.540616e-04  -3.870673e-04  -7.875071e-05   6.811596e-04   1.456365e-05
#> 106   9.850758e-04  -4.569173e-04   3.082951e-04  -1.254473e-04   1.763911e-04
#> 107   9.465807e-05   7.920155e-05   9.612380e-05  -1.774929e-05   5.039843e-05
#> 108  -1.814488e-05   1.580915e-04  -1.753549e-04   2.566996e-04   2.637460e-05
#> 109  -2.253141e-04  -2.681664e-04   1.867753e-05   3.414065e-05  -2.158773e-05
#> 110   4.708821e-05  -1.676276e-04  -8.547346e-05  -2.015698e-05  -2.165011e-04
#> 111  -4.208562e-05   2.803934e-04  -1.755998e-04   1.992711e-04  -1.771361e-04
#> 112   3.761392e-04   2.776319e-04  -3.628879e-04  -6.713870e-04  -9.739465e-06
#> 113   1.077954e-04  -4.452369e-04   4.231441e-05  -8.032343e-05  -1.020762e-04
#> 114   3.371847e-04  -1.128322e-04   6.415512e-06  -1.722974e-04   1.091036e-04
#> 115  -2.242310e-04   1.815602e-04  -2.803570e-05  -2.324250e-04   7.357720e-05
#> 116   3.140407e-04   1.682143e-04   3.695071e-04   1.073701e-05  -5.204743e-05
#> 117   3.274319e-06   1.900923e-04   1.902097e-04  -3.080403e-04   5.388942e-05
#> 118  -1.113481e-03  -4.070389e-04   8.552845e-04   2.630517e-04   8.307690e-04
#> 119   3.572792e-04   1.384722e-04   1.329214e-04   3.371554e-04  -2.241570e-05
#> 120  -2.139136e-05  -4.838913e-06   7.890199e-05  -4.078743e-05  -3.679277e-05
#> 121  -1.551849e-04  -1.361329e-04  -2.060162e-04   1.994147e-04   4.970159e-05
#> 122   4.008564e-04  -4.405263e-04  -1.535303e-04  -4.165266e-04   3.254838e-05
#> 123  -3.470922e-04  -4.891393e-04  -2.333754e-04   9.119431e-06   1.232305e-04
#> 124   2.307370e-04   6.689043e-04  -7.345468e-05  -9.682436e-05   1.974882e-04
#> 125  -5.064961e-05   4.510333e-04  -2.187305e-05   2.099897e-04   2.233874e-06
#> 126   4.499273e-04  -9.042764e-06   2.861833e-04   1.989171e-04  -1.094778e-04
#> 127   9.827841e-05   1.865028e-04   1.689109e-04   6.144364e-05   1.076547e-04
#> 128   1.071179e-04   4.526695e-05  -1.104128e-04  -8.992697e-05   3.212805e-05
#> 129  -2.249444e-04  -5.186932e-05   1.213496e-04  -1.025810e-04  -8.257630e-05
#> 130   3.947994e-05   2.549835e-05   2.378560e-04   2.740274e-04  -1.257231e-04
#> 131  -1.742895e-04   1.507123e-06   6.288956e-05   1.010254e-05  -1.639776e-04
#> 132   5.607620e-05   1.201335e-04   2.734181e-04  -3.571462e-04  -3.391677e-05
#> 133  -6.523281e-05  -1.101836e-04  -1.359740e-04   1.144498e-04   1.956932e-04
#> 134  -1.229846e-03  -4.720944e-06  -4.868761e-04   1.686705e-04  -8.773230e-05
#> 135  -9.450562e-05  -1.700933e-04  -2.010203e-04  -7.261588e-04   3.315256e-04
#> 136  -6.456858e-04  -5.573852e-05   2.395244e-05  -5.991616e-06  -3.078719e-04
#> 137  -7.633034e-05  -1.825760e-04  -2.434557e-04  -2.047406e-05   2.078641e-04
#> 138  -3.744766e-04   1.976583e-05   2.239301e-04  -4.691965e-04   1.494710e-05
#> 139   1.691805e-04   4.671047e-05  -4.284338e-05   1.176185e-04  -5.354825e-05
#> 140  -1.169071e-04  -2.546211e-04  -2.104664e-06  -6.071202e-07   8.426470e-05
#> 141  -9.982892e-05  -9.507533e-05   1.057264e-04   1.209691e-04  -7.287019e-05
#> 142   1.590773e-04  -2.471293e-05   9.980072e-05  -2.265096e-05   3.677988e-05
#> 143   5.079890e-04   6.004608e-04   1.874956e-05   1.907143e-04   4.001480e-06
#> 144  -1.558098e-04   1.675924e-04   4.120420e-04  -8.441062e-05   1.816450e-04
#> 145  -1.448032e-04  -2.438631e-04   2.074416e-05  -1.897724e-04  -1.112482e-04
#> 146   2.865868e-04  -6.022520e-05   8.809613e-05  -1.390577e-05   3.447230e-05
#> 147   1.682510e-04   1.355316e-05   2.396239e-04   1.900339e-04  -3.423810e-05
#> 148  -1.223986e-05   1.350500e-04  -2.132603e-04   5.869140e-05   7.940308e-05
#> 149  -1.316015e-04   8.285260e-05  -2.671765e-05   1.101660e-04  -7.562823e-05
#> 150  -2.801340e-04  -1.284793e-04  -6.750832e-04   6.471339e-05   9.176745e-05
#> 151  -1.682338e-04  -2.861367e-04   2.664685e-04   1.791551e-04  -1.179323e-05
#> 152   1.217247e-04  -3.219269e-05  -3.043821e-05  -1.259573e-04   5.268157e-09
#> 153   1.940605e-04   5.843848e-05   8.346512e-05  -1.350887e-04   8.387881e-05
#> 154   3.753518e-05  -1.077161e-03   1.948628e-05   7.994279e-05  -2.276587e-05
#> 155   1.155535e-04   1.975946e-04   1.075303e-04   4.221586e-05   8.417798e-05
#> 156  -4.759234e-06  -2.069237e-05  -4.618439e-05  -1.700061e-04  -6.422800e-05
#> 157  -2.866573e-05   2.486212e-04  -2.566464e-04   9.515643e-05   2.615763e-05
#> 158  -1.972749e-04   3.074811e-05   8.368912e-05   6.528428e-06  -2.002808e-08
#> 159   1.876158e-04   3.683166e-04   1.586819e-04   2.188085e-04   2.829796e-04
#> 160   3.203133e-04  -5.921358e-04   1.521541e-04   3.167532e-05   1.375272e-04
#> 161   4.595508e-04  -2.999630e-04  -3.454356e-04   1.304280e-04  -4.204352e-04
#> 162   1.662492e-05   1.884853e-04   3.394076e-04   1.583939e-04   3.447732e-04
#> 163   3.155225e-04   1.192340e-04   3.515626e-05   5.388470e-05   2.195201e-04
#> 164  -1.849906e-04   7.743738e-05  -8.327932e-05   2.044778e-04   4.253213e-06
#> 165   1.165532e-04   2.343398e-05   5.752420e-05  -1.568717e-04   6.824111e-05
#> 166  -1.492732e-04  -1.040975e-04  -2.198021e-04   2.168043e-04   2.231989e-04
#> 167  -1.769307e-04   2.470686e-05  -5.302432e-05  -2.044009e-04  -5.850637e-05
#> 168  -1.043298e-04  -7.099523e-04  -3.676297e-05  -3.148179e-04  -5.278693e-06
#> 169   5.684907e-05  -1.694664e-06   2.934999e-05  -6.119984e-05   9.055294e-05
#> 170   1.410960e-05   3.228445e-05   5.024633e-04   3.846329e-04  -1.623210e-05
#> 171  -3.563217e-04  -1.278157e-04  -9.682609e-05  -2.960810e-04   9.580407e-05
#> 172   1.526907e-05   3.232698e-04  -1.250140e-04   1.609739e-04  -8.628254e-05
#> 173   2.919742e-04   1.630338e-04  -9.378726e-05   1.658351e-04   8.824272e-05
#> 174   2.965471e-04  -3.006792e-05   2.029702e-04   7.031490e-05   1.135299e-04
#> 175   4.218803e-05   9.988384e-05  -2.596137e-04  -3.163153e-04   1.294682e-04
#> 176   2.264951e-04  -4.816100e-04  -4.071587e-06   2.465037e-04   1.180520e-04
#> 177   2.862628e-04   6.835191e-05  -1.416819e-04   1.176574e-04   2.225114e-04
#> 178  -1.517137e-04  -9.066912e-05  -5.420927e-05   3.311498e-05  -2.929942e-05
#> 179   6.453591e-04  -2.668124e-05   1.879873e-04   7.924441e-05  -2.272047e-05
#> 180   1.181567e-04   4.767865e-05   2.652305e-04   2.018897e-04   7.328762e-05
#> 181   5.853753e-04   4.866414e-04  -9.323410e-04   6.480281e-05  -3.344078e-04
#> 182  -9.007419e-07   3.167565e-05   1.234260e-04   5.371438e-04   2.703838e-04
#> 183  -1.320721e-04   8.066447e-05  -2.788621e-05  -3.866425e-05  -7.670986e-05
#> 184   1.672029e-05   9.672827e-05  -8.364194e-05   5.462060e-06   6.630673e-05
#> 185  -6.231077e-04  -3.261999e-04  -3.719143e-04  -1.729046e-04  -5.785898e-05
#> 186  -1.084451e-06   4.002016e-04   1.141170e-04  -1.658875e-04  -5.511967e-05
#> 187   2.925153e-04  -6.704355e-05  -1.197198e-04   3.837583e-04   2.319456e-05
#> 188   9.329297e-05  -1.749208e-05   1.375377e-04   7.120917e-05   3.667983e-05
#> 189  -2.455545e-04   2.389337e-04  -1.020436e-04   1.381354e-04  -1.683880e-04
#> 190  -1.379630e-04   7.878260e-05   1.537421e-04  -1.085498e-04  -2.737709e-05
#> 191   2.726678e-04  -1.329463e-04  -6.873756e-05   2.032602e-05  -1.890434e-04
#> 192  -2.311010e-04   4.125077e-05   5.738623e-05  -1.290026e-04  -2.081896e-04
#> 193   8.837732e-05   2.270125e-04  -4.692803e-04  -7.914710e-04   3.629458e-04
#> 194   5.154598e-04  -3.264661e-05  -4.320945e-04   3.261366e-05  -1.167167e-04
#> 195  -4.609944e-04   1.954870e-04  -3.304587e-04  -9.441945e-05  -1.013341e-04
#> 196  -5.488078e-05  -2.637036e-05   2.464605e-04   8.327122e-05  -1.047158e-04
#> 197   4.044245e-05   1.535453e-04   1.381926e-04  -2.435315e-04  -1.135765e-04
#> 198  -1.527868e-04   6.933674e-05   2.722761e-05   1.291410e-04   2.646261e-05
#> 199   3.876778e-04   1.029166e-04   1.533185e-04  -1.158897e-04   4.772765e-05
#> 200   3.214922e-04   1.492830e-05  -4.785017e-04   4.852588e-04   6.004640e-05
#> 201  -2.972661e-04  -6.318403e-06  -2.918325e-04  -8.770866e-05  -7.138529e-05
#> 202   6.834399e-04   1.924351e-04   2.125608e-04   1.649874e-04  -1.359683e-04
#> 203  -5.893220e-04   9.531170e-05   6.838206e-04  -1.119422e-04  -3.459736e-04
#> 204  -3.610172e-04  -1.437426e-04  -5.267279e-05   6.294354e-05  -1.077106e-04
#> 205   7.153377e-05   6.171432e-05   3.547210e-04  -2.450538e-05   1.720906e-04
#> 206  -3.621100e-04  -2.558183e-04  -1.589926e-04  -4.694215e-06  -7.918145e-05
#> 207   2.245132e-05   3.530946e-04  -2.988311e-04   2.607197e-04  -1.523785e-04
#> 208   6.066777e-05   2.502418e-05   7.496884e-05   6.105711e-05   1.223366e-04
#> 209   2.926500e-04  -8.300441e-05   1.428854e-04   8.174740e-05   2.125232e-05
#> 210  -1.365810e-04  -2.926629e-04  -1.061968e-04  -1.155945e-04   3.401141e-05
#> 211  -2.242466e-04   5.747291e-06  -4.053743e-04  -1.574527e-04  -5.449559e-05
#> 212   8.884456e-05  -5.580625e-05  -1.853704e-06  -2.498482e-04   1.528705e-04
#> 213   7.849576e-04  -4.312813e-04   2.224837e-04  -1.969580e-04   4.108720e-05
#> 214   2.609484e-04  -3.929271e-05  -1.981874e-05   1.496557e-04   1.042926e-04
#> 215   2.090137e-04   1.486276e-04  -3.631114e-05  -9.547612e-05   1.845786e-05
#> 216  -3.847285e-05   2.599760e-04  -9.123259e-05  -1.080670e-05  -5.350797e-05
#> 217  -1.224358e-04  -4.298014e-04  -5.412048e-04   2.079927e-05   3.025686e-04
#> 218   3.951489e-04  -1.058948e-04   1.296325e-04   1.523655e-04  -1.637079e-04
#> 219   2.210565e-04  -3.268431e-04  -5.756359e-06  -1.757999e-05  -1.984904e-04
#> 220  -3.521791e-04   1.281850e-03   1.674838e-04  -3.030759e-04   7.990576e-05
#> 221  -2.673568e-04  -2.382338e-04   1.070946e-05   3.264060e-04  -1.065962e-04
#> 222   3.042158e-05  -2.027245e-04   1.446040e-04  -4.797968e-04   3.265879e-04
#> 223  -8.283755e-04  -5.968493e-05   4.246967e-04  -1.809451e-04  -6.201724e-05
#> 224   4.175581e-04   3.003852e-05  -6.952131e-05  -5.269113e-04   2.987469e-04
#> 225   1.084028e-05  -7.448583e-05   3.464236e-04   2.201754e-04   1.691061e-04
#> 226  -8.049483e-05  -3.579786e-04  -1.081358e-04  -2.161727e-04  -1.147492e-04
#> 227   1.217544e-04   4.415276e-04   1.013856e-04   1.310882e-05   1.995973e-04
#>     pca_factor_221 pca_factor_222 pca_factor_223 pca_factor_224 pca_factor_225
#> 1     6.726906e-05   1.242357e-04  -2.546247e-05  -6.662277e-05  -7.914239e-05
#> 2    -4.951099e-06  -4.601476e-05  -3.956917e-06   5.731406e-05   2.207807e-06
#> 3    -1.630345e-04  -1.222847e-04   1.719210e-04  -3.015813e-05   4.324422e-05
#> 4     2.048813e-05   1.186649e-04   1.094037e-04   2.310370e-05  -1.354702e-04
#> 5    -3.278914e-05   3.746402e-05   1.220189e-04  -4.447270e-05   8.816518e-06
#> 6     1.882883e-05  -2.715193e-05   5.975994e-05  -2.321644e-05  -3.869402e-06
#> 7     7.638898e-05  -9.545859e-05  -1.124571e-04   1.748355e-04   5.984001e-06
#> 8     6.625420e-06  -1.313043e-05   3.711729e-05   5.104600e-05  -1.827880e-05
#> 9     3.588645e-05  -3.725494e-05  -1.714348e-05   4.165876e-05  -9.604616e-05
#> 10    6.700944e-05  -2.053528e-04  -3.730744e-05  -1.866160e-05   6.913264e-05
#> 11    3.857741e-05  -2.911417e-05  -3.908103e-05   4.514449e-05  -3.207129e-05
#> 12   -5.263466e-05  -3.419886e-05   5.169295e-05   1.281807e-04  -4.795867e-05
#> 13    2.197192e-05  -1.139273e-04   3.550851e-05   4.231520e-05  -3.517455e-05
#> 14   -4.199954e-06  -4.043597e-05   2.816078e-05   5.155114e-05   4.641388e-05
#> 15    5.263502e-05  -7.219806e-05   8.296914e-05  -1.135742e-04   5.608802e-05
#> 16    8.876205e-05   9.529582e-06  -3.668547e-05  -7.226575e-05  -3.049157e-05
#> 17   -1.942543e-04   2.164985e-05   7.248710e-05   8.392331e-05  -1.968217e-05
#> 18    2.929223e-04   3.967748e-06  -5.560862e-05   2.131016e-05   5.964364e-05
#> 19   -4.381018e-05   2.190536e-05  -1.323886e-05  -2.531485e-06  -2.813137e-05
#> 20   -5.673050e-05  -3.849325e-05  -2.593785e-04   8.678330e-05   4.726603e-05
#> 21    1.311933e-04   5.044571e-05   4.192144e-06  -9.179538e-05   1.540842e-05
#> 22   -3.690526e-04  -2.117461e-04  -9.076072e-05  -1.163521e-06   5.186269e-05
#> 23    1.209069e-04   4.049862e-07   1.155363e-05   1.260246e-05   7.530409e-06
#> 24   -7.191509e-05   2.065204e-04   4.195653e-05  -8.699180e-05   9.050921e-05
#> 25   -2.844725e-04  -4.307619e-05  -3.109834e-05  -3.670240e-05   3.415830e-05
#> 26   -1.876270e-04  -3.719156e-04  -7.920603e-05  -1.357770e-05   9.003052e-05
#> 27    2.125323e-04  -3.092777e-04   5.507876e-05  -3.073304e-05   5.865041e-06
#> 28   -1.896433e-04  -4.404072e-05   4.359006e-05  -5.098861e-05  -8.025182e-06
#> 29   -1.885110e-04   4.040029e-05   5.193801e-05  -1.475467e-05   1.176045e-04
#> 30    1.985310e-04   1.638209e-04   4.843106e-06  -8.775353e-05   1.767481e-05
#> 31    1.138146e-04   2.796654e-06  -1.406708e-05   3.042023e-04   1.150862e-04
#> 32   -4.320447e-05   8.716519e-05  -2.244408e-04   5.217578e-05   1.020026e-04
#> 33    8.572007e-05   1.257619e-04  -1.829842e-04   1.294543e-04   1.190064e-04
#> 34    2.690089e-05  -5.192597e-05   4.091044e-05   1.636276e-05  -1.254149e-05
#> 35    5.502599e-05   4.820268e-05   1.614429e-04   1.429290e-04   1.112740e-04
#> 36    3.216702e-04   1.116123e-04   1.509878e-05  -2.157686e-04   2.415278e-04
#> 37    3.579579e-05  -1.101335e-05  -1.127419e-05   2.195206e-05  -2.408639e-05
#> 38   -1.888431e-04   1.011027e-04   1.468067e-04  -2.555643e-05  -5.280122e-05
#> 39    1.775396e-04  -1.141316e-04   1.585563e-05  -8.156751e-06  -8.196860e-05
#> 40    2.554891e-04  -2.143351e-04  -4.962963e-05  -1.191787e-05  -2.588454e-05
#> 41   -1.456215e-04  -8.016262e-05   9.474657e-06   5.281301e-05  -3.879016e-05
#> 42    1.441061e-04   8.212962e-05   2.282762e-05   1.540765e-05   2.090415e-05
#> 43    6.848986e-05  -8.935733e-05   5.347953e-05  -8.338188e-05  -3.244216e-05
#> 44   -3.594418e-05   4.835389e-05   2.968538e-05  -7.316483e-05   1.085504e-04
#> 45   -4.020701e-04   6.909970e-05   1.861087e-05   5.708942e-05   2.072930e-04
#> 46    2.837907e-04  -8.373104e-05   4.349535e-06  -7.067763e-05   1.297355e-05
#> 47   -7.022770e-05   7.176600e-05  -3.307270e-04  -1.306713e-04  -8.910926e-05
#> 48    9.084046e-06  -9.026121e-05  -1.413233e-04   6.947663e-05   6.355556e-05
#> 49    9.620702e-05   1.283068e-05  -6.777710e-06   4.936591e-07   6.100068e-05
#> 50    1.997674e-05  -3.170530e-05   1.193104e-04  -9.562470e-05  -1.345553e-04
#> 51   -8.571675e-05  -7.783315e-06  -6.450865e-05  -1.682106e-04  -1.072689e-04
#> 52    3.220162e-05  -2.042032e-04   2.992961e-05   1.240519e-06  -7.373057e-05
#> 53    2.697228e-04   3.321950e-04  -1.083034e-04   5.722197e-05  -3.285146e-05
#> 54    4.574769e-05  -1.022386e-04  -3.456816e-05  -1.027611e-04   3.345093e-05
#> 55    7.394943e-05  -5.809447e-06   6.138283e-05  -1.536323e-05   2.779294e-05
#> 56    2.181679e-05  -1.181452e-06  -9.403778e-06   3.002183e-05   5.388834e-06
#> 57    3.572380e-04   2.184158e-04   1.960730e-05   1.856091e-06   3.470015e-05
#> 58   -5.742759e-05   3.190846e-04  -5.055984e-04   8.029378e-05  -1.937421e-04
#> 59    1.606053e-04  -1.174780e-04  -1.725249e-04   1.579525e-04   1.208684e-04
#> 60   -1.936780e-04   4.723956e-05  -1.392272e-04  -3.795272e-05   7.206870e-06
#> 61   -1.312540e-05  -1.179257e-04  -9.590634e-05  -6.286168e-05  -3.120728e-06
#> 62   -6.432647e-05  -1.874137e-05  -2.775440e-05  -5.530934e-07  -1.289022e-05
#> 63   -1.031852e-04   3.101634e-05  -9.153923e-06  -6.040750e-05  -1.556714e-05
#> 64   -1.405879e-04   9.876622e-05  -4.021501e-05   1.511276e-06   3.497369e-05
#> 65    2.146716e-04   7.576461e-05  -2.364724e-05  -4.769851e-05   1.083297e-04
#> 66    1.322788e-04  -1.440474e-04  -8.127904e-05   5.322364e-05   4.603348e-05
#> 67   -7.372405e-05   6.530914e-05   1.133944e-04  -3.384481e-06  -5.125527e-05
#> 68    2.353147e-04   2.022352e-05  -5.769107e-05  -1.385845e-04   3.233587e-05
#> 69   -9.669774e-06   4.753709e-05  -2.821235e-05  -6.562950e-05   2.233425e-06
#> 70    3.654730e-05   9.072278e-06  -5.752196e-06  -3.244667e-05   4.555585e-05
#> 71   -1.343135e-05   3.358709e-05  -6.590516e-05  -5.150041e-05   2.631893e-05
#> 72   -9.273414e-05   3.102671e-05   1.913219e-05   4.367556e-05   2.823617e-05
#> 73   -6.278030e-05   1.113343e-04  -1.231040e-04  -5.982913e-05  -4.822315e-05
#> 74    3.406028e-05   1.922602e-06  -8.434351e-05  -9.462211e-05  -4.394831e-06
#> 75   -2.505828e-04  -5.096866e-05  -8.799845e-05   1.018941e-04   2.321231e-05
#> 76    1.821243e-04  -6.282218e-05   6.791861e-05   1.319768e-05  -3.683368e-05
#> 77   -3.110491e-05   6.549113e-06   1.003302e-05   1.542580e-04   5.483671e-05
#> 78    9.597103e-05  -4.398337e-05  -7.364112e-05   7.977157e-05  -7.708994e-05
#> 79   -2.465425e-05  -9.564562e-06   3.688605e-04  -2.434648e-04   1.487229e-05
#> 80    1.235987e-04  -1.476216e-04  -5.649301e-05  -1.561953e-05  -9.026963e-05
#> 81    1.431755e-05   1.608962e-05  -6.896725e-05  -7.172538e-06   1.126188e-05
#> 82    1.449395e-04  -2.659520e-05   2.044353e-05  -3.811426e-05  -7.341660e-06
#> 83   -4.465438e-05  -1.169096e-05   5.557026e-06  -5.730087e-05   7.710368e-07
#> 84   -5.954544e-04  -1.013158e-04  -1.092831e-04   1.229529e-04  -1.225845e-04
#> 85   -1.494563e-04   7.009123e-07  -6.822092e-05   2.436816e-05   2.730833e-05
#> 86    7.738658e-05  -9.686751e-05   9.634356e-05   8.566618e-05  -4.809443e-05
#> 87    4.883169e-05  -4.611277e-05   6.471664e-05   4.017384e-05  -2.696974e-05
#> 88    1.299953e-04  -1.149799e-04   1.703984e-05  -5.156322e-05  -1.044142e-04
#> 89    2.522797e-04  -1.322424e-04   1.129987e-04  -1.875658e-05  -5.991808e-05
#> 90   -7.313261e-05  -2.421881e-05  -2.612768e-05  -1.826518e-05  -1.901419e-05
#> 91   -2.170748e-04   3.549787e-04   6.400383e-05  -7.273686e-05   2.174013e-04
#> 92   -1.022618e-04   6.812074e-05   7.194922e-05   5.288982e-05  -3.440478e-05
#> 93   -8.360477e-05  -3.439143e-05  -5.267122e-05  -2.691806e-05  -7.980676e-05
#> 94    4.566558e-05  -2.673149e-04  -2.550485e-05   4.865527e-05  -1.032291e-04
#> 95   -5.893158e-05   2.871413e-05   7.638504e-05   3.699647e-05  -1.453809e-06
#> 96   -4.095263e-05   1.090305e-04  -8.528254e-05   1.365317e-05   6.491613e-05
#> 97    2.626615e-05  -1.969887e-05   8.974515e-05   9.638943e-05   6.189538e-05
#> 98   -1.144686e-04  -5.691730e-05   8.974637e-05  -5.212340e-06  -6.136253e-05
#> 99   -1.378188e-05  -1.823625e-05   4.145481e-07   6.337501e-05   3.557614e-05
#> 100  -1.055019e-04   1.372090e-04   3.794692e-05  -9.504676e-05  -5.573828e-05
#> 101  -1.785649e-06  -2.121887e-05   1.060464e-06  -6.843992e-05   4.885009e-06
#> 102   3.249025e-05  -4.612796e-05   5.870157e-05  -7.880743e-06   2.315354e-05
#> 103  -8.852140e-05  -6.768578e-05  -1.080247e-05  -7.346299e-05   6.065685e-05
#> 104   1.357016e-05   8.436457e-05  -1.645925e-04   1.113700e-04  -5.847821e-05
#> 105   2.657811e-05   9.964649e-05   4.350240e-05  -1.727839e-04  -2.442208e-05
#> 106  -1.434984e-04  -1.569284e-05   7.908990e-05  -3.237723e-04  -1.275165e-04
#> 107  -1.734274e-04   2.409699e-05  -1.579062e-05  -2.138371e-05   2.194782e-05
#> 108  -2.658401e-04  -4.879946e-05   2.073643e-04  -2.020867e-04   7.324208e-05
#> 109   1.804821e-05  -5.598761e-05  -1.168095e-04   1.179549e-05  -2.913354e-05
#> 110   3.118361e-05  -5.700734e-05   4.325082e-05   4.685672e-05   2.746045e-05
#> 111  -1.151377e-04  -3.923705e-06   1.293376e-04  -8.826473e-05  -3.932743e-06
#> 112  -4.738783e-05  -1.826143e-04  -1.799808e-05   1.255414e-04   5.221494e-05
#> 113  -1.734081e-05   1.039252e-04  -8.832202e-05  -1.063618e-04   3.612846e-05
#> 114   1.025010e-04   1.207755e-05  -1.381769e-04  -1.959538e-05   8.310096e-05
#> 115   2.670192e-05   4.262154e-05  -9.676866e-06  -7.072266e-05  -6.503552e-05
#> 116  -1.007308e-06  -8.116902e-05   1.865424e-05   9.431537e-05  -3.603327e-05
#> 117  -2.479620e-04   4.935987e-05  -3.451585e-06   8.450796e-05   1.161236e-05
#> 118   4.932966e-04  -3.789250e-04   2.642758e-04   1.100405e-04   1.649758e-04
#> 119  -2.095168e-04   5.122556e-05   2.901880e-05  -3.321809e-04   4.081449e-05
#> 120  -6.820205e-05  -1.190864e-04   1.347379e-05   3.438243e-05  -3.294155e-05
#> 121  -7.131756e-05  -3.793265e-05  -3.289876e-05  -2.149803e-05  -2.073591e-05
#> 122   3.223469e-04  -1.993294e-05  -2.383383e-04   3.004435e-04   8.522953e-05
#> 123  -1.955296e-04   3.146322e-06  -2.434244e-05  -9.071262e-05   2.826377e-05
#> 124   4.510739e-05  -2.352341e-04  -1.182515e-04   8.669940e-05  -1.742531e-04
#> 125   1.172074e-07   6.054968e-06   8.841949e-05   8.639929e-05  -3.323602e-05
#> 126   2.258978e-04   6.909236e-05  -6.961601e-05   3.044179e-05  -5.621873e-05
#> 127   7.551092e-05   5.637683e-06  -7.299082e-05   2.434107e-05  -3.553958e-05
#> 128  -3.236397e-05  -1.251613e-05  -6.746390e-05   6.706517e-05   3.938449e-05
#> 129  -1.035735e-04   5.043502e-05   6.770228e-05  -5.835868e-05   5.799289e-05
#> 130  -4.561673e-05   2.163323e-05  -3.530111e-05  -3.126247e-05  -8.932719e-06
#> 131  -4.240265e-05  -7.520138e-06  -1.937569e-06  -7.328791e-06  -4.817422e-05
#> 132  -3.472665e-05  -6.623334e-05   9.327778e-06   8.599182e-05  -1.956041e-05
#> 133  -1.384050e-04   1.115889e-04  -5.624788e-05   2.766694e-05   2.874798e-05
#> 134  -3.067133e-04  -4.683527e-05  -1.703779e-04   1.081870e-04  -1.470830e-04
#> 135   4.736665e-04   6.928346e-04   1.280772e-04   2.422658e-05  -9.692456e-05
#> 136   2.919572e-05   4.933775e-05   6.899068e-05  -2.287813e-05  -1.188875e-04
#> 137  -7.393473e-05   1.395772e-04  -2.921718e-05   2.521399e-07   5.666366e-05
#> 138  -1.817287e-04   1.250297e-05  -1.090845e-05   1.459771e-04  -4.729959e-05
#> 139  -2.715147e-05  -3.557518e-05  -2.717751e-05  -6.209430e-05   6.361300e-05
#> 140  -1.050398e-04   1.308115e-04   4.514533e-05  -1.478686e-05   5.693624e-05
#> 141   2.985661e-05   8.766712e-05   3.683828e-05  -4.763265e-05  -1.448271e-05
#> 142   7.124612e-06  -7.614952e-05  -1.831064e-05   3.879536e-05  -2.493166e-05
#> 143   2.665587e-04   6.762852e-05  -4.454848e-05   1.162562e-04  -2.268813e-05
#> 144  -3.565387e-04  -8.181271e-05  -4.721123e-06   1.396263e-04   3.146549e-05
#> 145   7.473359e-05   4.431616e-06  -5.378352e-05   2.278709e-05  -2.264022e-06
#> 146  -9.817547e-06  -1.084564e-05   1.244463e-06  -6.027671e-05  -2.077920e-05
#> 147   5.754044e-05  -9.487130e-07  -3.509493e-05   5.942302e-05   1.248668e-05
#> 148   1.656687e-04  -1.278037e-05  -3.147187e-05  -3.149267e-05  -1.845418e-05
#> 149  -1.668475e-05  -1.446773e-06  -3.520543e-05   2.053462e-06  -7.383755e-05
#> 150   4.608749e-05   1.710875e-04  -6.366930e-05  -1.182854e-04   3.700674e-05
#> 151   2.375381e-04   7.094017e-05  -3.464779e-05  -2.929667e-05  -1.172529e-04
#> 152   4.693673e-05  -5.362252e-05  -2.088273e-05   2.428227e-05   5.914155e-05
#> 153  -8.304938e-05   5.001257e-05   3.641605e-06  -1.954109e-05   4.640998e-05
#> 154  -1.994610e-04   3.521285e-04   3.390135e-04   4.448204e-04  -1.029107e-04
#> 155  -2.350970e-06   9.569611e-05  -7.912147e-05  -5.213893e-05  -1.851178e-05
#> 156   1.321889e-04   3.933882e-06   8.653238e-06   4.501967e-05  -4.422539e-05
#> 157  -2.116463e-04  -1.910116e-05   2.262731e-04  -1.621230e-04  -8.061124e-05
#> 158   3.278462e-06   6.640547e-05   2.580756e-06  -2.677612e-05   4.592679e-07
#> 159  -5.087467e-05   9.189131e-05   8.822416e-05   8.967920e-06  -2.352125e-05
#> 160   5.826628e-05  -9.812614e-05  -1.170215e-04   6.488651e-05   3.793216e-05
#> 161   5.654833e-05  -5.341355e-05   1.673807e-04   3.156272e-04   7.141635e-05
#> 162  -1.876796e-06  -4.367224e-06  -1.154721e-04   1.080732e-04  -3.164867e-05
#> 163   2.776801e-05  -4.337303e-05   6.152844e-05  -1.003987e-05   5.891459e-05
#> 164   1.340305e-04   9.550776e-05  -4.315650e-05  -1.195090e-04   5.740307e-05
#> 165   7.938389e-05   2.041908e-05  -8.110110e-05   4.293902e-05   2.150070e-05
#> 166   4.302708e-04   4.193034e-05   1.469149e-04  -1.061896e-05  -2.013865e-04
#> 167  -1.677697e-06   2.413861e-05  -2.470690e-05   4.082908e-06  -4.953567e-05
#> 168  -1.378614e-04  -2.294507e-05  -1.308856e-04  -2.727254e-04  -1.338750e-04
#> 169  -4.452578e-05  -1.293143e-05   5.126454e-06  -3.693792e-05  -3.399816e-05
#> 170  -1.056418e-04   1.303073e-04  -3.193165e-05   2.874369e-05   7.514405e-05
#> 171   2.567142e-05   3.799268e-05  -6.333737e-05  -7.247820e-05  -1.160420e-06
#> 172   2.631416e-04   8.259428e-05   4.735790e-06  -3.097314e-05  -4.022869e-05
#> 173   9.811495e-05   1.959341e-05  -1.995565e-05   5.932190e-05  -5.404198e-06
#> 174   7.032494e-05   1.455625e-05   3.484983e-05   1.333915e-05   3.118333e-05
#> 175  -3.376571e-05  -1.975868e-04   2.266176e-05   1.332225e-06  -8.442468e-05
#> 176   2.934275e-04  -5.817253e-05   5.241407e-05  -2.611704e-05  -1.777648e-05
#> 177  -4.722634e-05   4.994843e-05  -6.300917e-05   1.484356e-04   6.787461e-06
#> 178  -9.438823e-05  -1.365367e-05   6.191577e-06  -5.592949e-05  -3.950231e-05
#> 179  -3.212889e-04   9.297895e-05  -8.570420e-05  -1.439303e-05   2.078357e-04
#> 180  -7.884967e-05   1.333896e-05   5.647617e-07   7.840828e-05  -1.552334e-06
#> 181  -5.337904e-04  -2.473106e-05   2.651131e-04  -1.012162e-05  -1.998289e-05
#> 182  -9.753830e-05  -2.718620e-05   1.465800e-04  -4.752348e-05  -1.475451e-04
#> 183   1.151931e-04   7.588359e-05   6.570611e-06  -4.249894e-05   3.187029e-05
#> 184   3.658528e-05   6.115795e-06   6.268166e-05   5.588889e-06  -8.720518e-06
#> 185  -5.090032e-05  -1.244032e-04   7.734762e-05   9.483047e-05   3.713795e-05
#> 186   8.794437e-05   7.123680e-05  -5.382047e-05   2.910824e-04  -1.415595e-04
#> 187   1.233896e-05  -1.817550e-04  -2.889520e-05  -3.112974e-05   4.274769e-05
#> 188  -9.386475e-05   1.005343e-05  -5.262408e-05  -7.399526e-05  -1.571831e-05
#> 189   2.612540e-05   4.047105e-05  -1.432879e-05   9.749527e-05   6.698001e-06
#> 190  -1.219949e-04   6.017974e-05  -3.105348e-05   3.410159e-05   3.280869e-05
#> 191  -2.509314e-05  -4.572428e-05   6.200015e-05  -6.158823e-05  -3.627044e-05
#> 192   2.457971e-04  -2.596829e-05  -1.681510e-05  -4.676081e-05  -2.782051e-05
#> 193  -4.457472e-05  -5.009128e-05   1.368088e-04  -1.179480e-04   2.446254e-05
#> 194   1.078413e-04  -1.502770e-04   8.922045e-05   1.559324e-04   5.631758e-06
#> 195  -6.994703e-05   2.006477e-05  -1.855757e-05   3.105400e-05   1.188538e-05
#> 196  -3.045889e-05  -8.940007e-05   1.219741e-05   1.055398e-07  -1.304937e-05
#> 197   2.728204e-05  -6.827649e-05   2.081425e-05   1.178700e-05  -3.002633e-05
#> 198  -4.604555e-05   1.012470e-05   7.175290e-05   3.663405e-06   1.656909e-06
#> 199   5.854812e-05   1.177819e-05   7.280949e-05   6.430621e-05   1.059356e-04
#> 200   6.900440e-05  -9.545246e-05   1.751611e-06  -3.769852e-06  -1.019565e-04
#> 201  -2.487382e-04  -1.285822e-04   6.626601e-05   3.192158e-05   6.553278e-05
#> 202   3.102112e-04   5.499617e-05   2.758147e-04   6.456494e-05   2.429435e-04
#> 203   2.709445e-05   1.257371e-04   1.108722e-04  -6.197605e-05   2.730681e-05
#> 204  -1.136932e-05  -7.230792e-05   1.037056e-05   6.537689e-05   2.083290e-05
#> 205   1.250544e-04   6.635339e-05  -1.970965e-04  -8.422921e-06   4.325870e-05
#> 206   8.820571e-06  -6.069505e-05  -3.496575e-05   3.081137e-05   2.840926e-05
#> 207   1.134364e-06  -5.772423e-05   2.974192e-04   3.043902e-05  -1.037190e-04
#> 208   9.374617e-06   2.130350e-05  -5.558496e-05  -1.776969e-05   4.001685e-05
#> 209   5.794250e-05   1.413547e-05   5.890765e-05   5.153382e-05   7.908338e-05
#> 210   6.377062e-05  -3.726528e-05  -6.046320e-06   2.553721e-05   4.034257e-05
#> 211   1.750312e-04  -2.056166e-05  -7.952715e-05  -7.423049e-05  -1.931781e-05
#> 212  -4.513484e-05   4.015337e-05   3.735395e-06  -6.959556e-06  -1.902746e-05
#> 213  -1.209781e-05  -3.799642e-05   3.375374e-05  -2.502565e-04  -6.999689e-05
#> 214  -7.370969e-05   1.988728e-05   5.196660e-05   7.328943e-05  -1.096123e-04
#> 215  -2.515542e-06   3.853126e-05   8.063456e-05  -4.488238e-05  -1.261267e-05
#> 216  -1.261792e-04   1.858171e-05   3.456645e-05   1.628806e-05   9.782222e-07
#> 217  -2.929310e-04  -3.607921e-05  -7.641549e-05   1.355822e-05   4.664175e-05
#> 218   5.208229e-05   4.732190e-06   4.886303e-05   2.722882e-06   3.746927e-05
#> 219   1.208248e-05   1.779927e-06   1.152609e-04  -6.036639e-05   6.604447e-05
#> 220   2.432017e-05  -2.136889e-04  -3.577238e-04  -3.888510e-04   1.456031e-04
#> 221   3.472431e-04   1.295583e-05   7.526193e-05  -1.797328e-04  -6.519855e-05
#> 222   1.889348e-05  -1.191712e-05  -1.569846e-04  -8.670268e-05  -3.996179e-05
#> 223   3.513267e-05   1.482276e-04  -1.688760e-04  -1.000469e-04  -1.461574e-05
#> 224  -3.302498e-04   1.245182e-04   8.044107e-05   1.788427e-04  -1.070893e-04
#> 225  -3.572356e-04   3.528001e-04   7.038023e-05   3.051836e-05   3.054760e-05
#> 226   3.475146e-05  -5.978381e-05  -7.611964e-05  -2.230789e-05   1.065337e-05
#> 227   1.856253e-04   8.389920e-06   2.337766e-04   1.403172e-06  -5.507891e-06
#>     pca_factor_226 pca_factor_227
#> 1     1.849906e-05  -5.342948e-15
#> 2     1.324344e-05  -4.440892e-16
#> 3    -1.377595e-04  -6.522560e-16
#> 4    -1.185625e-04   4.163336e-17
#> 5    -3.970581e-05  -3.747003e-16
#> 6     2.806507e-05   3.608225e-16
#> 7    -3.175442e-05   2.151057e-15
#> 8    -3.887159e-05  -7.945034e-16
#> 9    -6.529396e-05  -1.526557e-15
#> 10   -5.522490e-05   2.020085e-15
#> 11   -2.454644e-05   9.992007e-16
#> 12    8.409013e-05   1.843361e-15
#> 13    1.421059e-05   1.526557e-15
#> 14   -2.517417e-05  -1.713907e-15
#> 15    2.658963e-05   1.040834e-15
#> 16   -5.313628e-05   1.123233e-16
#> 17    1.493622e-05   8.847090e-16
#> 18    1.007474e-04   1.332268e-15
#> 19   -9.479513e-06   1.804112e-16
#> 20    2.157357e-06  -8.604228e-16
#> 21   -3.596895e-05   1.845746e-15
#> 22    2.622735e-05   1.255940e-15
#> 23   -1.756142e-06  -2.012279e-15
#> 24    1.247119e-05  -1.137979e-15
#> 25   -6.510583e-05  -3.941292e-15
#> 26    1.655989e-04   3.261280e-16
#> 27   -1.425987e-05  -4.163336e-17
#> 28   -1.636616e-05   2.775558e-16
#> 29   -1.045468e-04  -1.582068e-15
#> 30    1.991539e-05  -7.494005e-16
#> 31   -9.988312e-05   3.406997e-15
#> 32    1.290311e-05  -2.775558e-17
#> 33    6.058114e-05   4.163336e-17
#> 34    3.197160e-05   1.006140e-15
#> 35   -2.783925e-05  -5.065393e-16
#> 36    1.286371e-04  -6.331741e-16
#> 37   -5.552836e-06   5.342948e-16
#> 38   -3.549730e-05  -9.367507e-16
#> 39    2.559560e-05   4.996004e-16
#> 40    7.755426e-05   8.049117e-16
#> 41   -3.186805e-05   3.469447e-16
#> 42    2.609294e-05  -2.636780e-16
#> 43   -3.529542e-05   2.428613e-16
#> 44    4.763045e-05   8.881784e-16
#> 45    7.810790e-06   3.374037e-16
#> 46   -4.563171e-05   4.302114e-16
#> 47    9.260801e-05  -3.816392e-16
#> 48    3.288701e-05   3.747003e-16
#> 49    2.813375e-05   2.775558e-17
#> 50   -9.072275e-05   5.620504e-16
#> 51    3.179591e-05  -1.623701e-15
#> 52   -4.839102e-05  -8.326673e-16
#> 53    1.281966e-04   2.636780e-16
#> 54   -1.273310e-04   7.372575e-16
#> 55    4.199585e-05   9.159340e-16
#> 56    9.762726e-06   9.853229e-16
#> 57    1.125188e-04   5.273559e-16
#> 58    1.144410e-05   8.465451e-16
#> 59   -1.280260e-05   3.053113e-16
#> 60   -1.458381e-05  -3.885781e-16
#> 61   -1.097776e-05  -6.938894e-18
#> 62   -1.756517e-05  -3.747003e-16
#> 63   -2.905186e-05   3.330669e-16
#> 64    3.210093e-06   2.012279e-16
#> 65    2.082444e-05   2.949030e-16
#> 66   -1.908668e-05  -9.714451e-17
#> 67   -4.720868e-05   4.267420e-16
#> 68   -1.464137e-05   2.255141e-17
#> 69   -2.485813e-05   5.828671e-16
#> 70   -2.909329e-05  -4.857226e-16
#> 71   -1.135259e-05  -3.608225e-16
#> 72   -4.790823e-05   6.938894e-16
#> 73   -2.362329e-05  -3.053113e-16
#> 74    4.790625e-06   1.436351e-15
#> 75   -1.977187e-06   8.534840e-16
#> 76   -3.757072e-06   8.326673e-17
#> 77   -4.974011e-05  -9.367507e-17
#> 78    4.215129e-05  -2.914335e-16
#> 79    2.424000e-06   9.714451e-17
#> 80    1.275311e-05   3.955170e-16
#> 81   -1.506357e-05  -9.298118e-16
#> 82    7.005814e-05   3.885781e-16
#> 83    7.549224e-05   1.110223e-15
#> 84   -1.077847e-05  -3.469447e-16
#> 85   -6.886409e-05   7.424616e-16
#> 86   -1.004904e-05   1.332268e-15
#> 87    8.744307e-05   6.227657e-16
#> 88   -8.487874e-05   6.245005e-16
#> 89    8.042884e-05  -6.626644e-16
#> 90   -6.204142e-05   5.134781e-16
#> 91    8.538482e-05   4.371503e-16
#> 92    6.845073e-06  -2.289835e-16
#> 93   -1.597706e-05  -9.436896e-16
#> 94    5.132925e-05   3.538836e-16
#> 95   -5.323551e-07  -4.579670e-16
#> 96    1.081184e-04   1.058181e-16
#> 97   -7.100543e-05   1.013079e-15
#> 98    8.604542e-05   9.992007e-16
#> 99   -1.693954e-05  -1.052977e-15
#> 100   4.377889e-05  -1.125836e-15
#> 101  -1.854262e-05  -3.747003e-16
#> 102  -2.614016e-05  -3.608225e-16
#> 103  -2.091355e-05   2.775558e-16
#> 104  -2.296633e-05  -2.498002e-16
#> 105  -1.565283e-04   6.938894e-18
#> 106   1.238863e-04   7.840950e-16
#> 107  -2.502005e-05   1.249001e-16
#> 108   1.035740e-04   1.221245e-15
#> 109   1.435011e-05   9.020562e-16
#> 110  -3.276042e-05   2.107689e-16
#> 111   7.118609e-06   7.077672e-16
#> 112   1.093116e-04   6.279699e-16
#> 113  -2.759207e-05   3.191891e-16
#> 114   5.013450e-05  -6.938894e-17
#> 115   9.490483e-06   1.214306e-16
#> 116   9.296749e-06   3.885781e-16
#> 117   5.890901e-05   2.567391e-16
#> 118   4.091791e-05   6.522560e-16
#> 119   5.643390e-05   2.289835e-16
#> 120  -9.393106e-06   5.828671e-16
#> 121  -2.685925e-05   8.604228e-16
#> 122  -1.001132e-04  -5.551115e-17
#> 123  -7.728042e-05   5.689893e-16
#> 124  -2.501207e-05   9.645063e-16
#> 125  -1.446345e-05   1.804112e-16
#> 126  -7.231865e-05  -3.885781e-16
#> 127   3.164555e-06  -1.179612e-15
#> 128   2.800452e-05  -6.938894e-17
#> 129  -2.579481e-05   5.030698e-16
#> 130  -1.793545e-05   3.747003e-16
#> 131   6.244864e-06  -1.360023e-15
#> 132   3.528859e-05  -6.938894e-18
#> 133  -2.631491e-05   3.191891e-16
#> 134   2.913783e-05  -2.081668e-17
#> 135  -1.590150e-04  -3.851086e-16
#> 136  -5.762501e-05   5.828671e-16
#> 137  -1.714765e-06   1.748601e-15
#> 138   9.417390e-05  -1.491862e-16
#> 139  -1.674327e-05  -5.776629e-16
#> 140  -2.644918e-05   5.967449e-16
#> 141  -1.414391e-06   1.068590e-15
#> 142  -2.725407e-05  -2.567391e-16
#> 143   1.263191e-04   3.747003e-16
#> 144   5.834539e-05  -2.437286e-16
#> 145  -3.166230e-05   6.522560e-16
#> 146   1.357522e-05  -8.500145e-17
#> 147   9.061580e-06   3.747003e-16
#> 148  -9.876906e-07   5.065393e-16
#> 149   5.424709e-05  -1.595946e-16
#> 150  -1.375762e-05   8.604228e-16
#> 151  -5.724728e-05  -3.417405e-16
#> 152   2.143019e-05  -3.885781e-16
#> 153  -1.973279e-05   2.775558e-17
#> 154   2.566166e-04   2.524023e-16
#> 155  -2.883729e-05  -1.221245e-15
#> 156   2.177993e-05   5.030698e-16
#> 157   1.517156e-06  -2.914335e-16
#> 158  -6.554885e-06  -4.440892e-16
#> 159   4.383501e-06  -1.481454e-15
#> 160   1.878466e-05   3.241764e-16
#> 161  -1.903983e-04  -1.734723e-16
#> 162   3.486812e-05   7.494005e-16
#> 163   2.505938e-05  -5.551115e-17
#> 164   7.655936e-07   2.801578e-16
#> 165  -9.781617e-07  -2.706169e-16
#> 166   3.937271e-05   3.538836e-16
#> 167   6.180344e-05   7.736867e-16
#> 168   9.831770e-05  -4.302114e-16
#> 169  -1.571561e-04   2.185752e-16
#> 170  -6.624056e-06   8.153200e-16
#> 171   3.650727e-05   6.956241e-16
#> 172   6.018588e-05   1.110223e-15
#> 173   6.089421e-05   3.330669e-16
#> 174  -4.837198e-06  -7.095019e-16
#> 175  -3.314303e-05   8.465451e-16
#> 176  -8.330128e-05   7.216450e-16
#> 177   4.737390e-05   6.973588e-16
#> 178   3.647864e-05  -5.273559e-16
#> 179  -1.224318e-04  -1.665335e-16
#> 180   5.524216e-06   7.910339e-16
#> 181  -8.187750e-06  -6.938894e-17
#> 182  -7.097516e-05   1.804112e-16
#> 183   1.856924e-06   4.996004e-16
#> 184  -2.262112e-05  -5.828671e-16
#> 185   2.558282e-05   2.775558e-16
#> 186  -3.093856e-05  -1.526557e-16
#> 187   5.202767e-05   3.989864e-16
#> 188   3.986616e-05  -1.665335e-16
#> 189  -5.108540e-05  -1.665335e-16
#> 190   4.193907e-05  -1.387779e-17
#> 191  -1.505741e-05   5.377643e-17
#> 192   2.664126e-05  -1.804112e-16
#> 193   1.109657e-04  -1.318390e-16
#> 194   6.754458e-05   2.636780e-16
#> 195  -8.308121e-06  -5.013351e-16
#> 196  -8.446857e-06   1.013079e-15
#> 197  -1.345141e-05   9.298118e-16
#> 198   2.634416e-05  -4.718448e-16
#> 199   4.591349e-05  -2.081668e-16
#> 200   4.687886e-05   1.318390e-15
#> 201   5.249436e-05   2.914335e-16
#> 202  -6.489069e-05   1.866562e-15
#> 203   1.100928e-04   1.804112e-16
#> 204  -1.380830e-05  -6.522560e-16
#> 205  -5.373497e-06   1.526557e-16
#> 206   2.147671e-07  -1.526557e-16
#> 207  -1.036638e-05   4.579670e-16
#> 208   2.525790e-06   8.326673e-17
#> 209  -2.373231e-05   1.040834e-16
#> 210  -2.655122e-05   2.567391e-16
#> 211   4.710204e-05  -9.367507e-16
#> 212  -3.717711e-05   2.567391e-16
#> 213   5.688197e-05  -1.942890e-16
#> 214  -1.217625e-04   6.106227e-16
#> 215   5.839358e-06  -1.124101e-15
#> 216   3.091185e-05  -8.326673e-16
#> 217  -2.561363e-05   7.494005e-16
#> 218  -1.457062e-05  -8.430756e-16
#> 219   1.347893e-05   3.608225e-16
#> 220  -2.071296e-04   5.134781e-16
#> 221  -5.465379e-05   5.464379e-16
#> 222   2.202811e-05   6.245005e-17
#> 223   3.531176e-06   2.012279e-16
#> 224  -1.486760e-04   3.122502e-16
#> 225  -3.433454e-05  -3.747003e-16
#> 226   2.578872e-05  -5.030698e-16
#> 227  -5.363945e-05  -7.355228e-16